From 612082e26e2253c543f5faa82b1ee884b2f650b0 Mon Sep 17 00:00:00 2001 From: bflatastic Date: Tue, 13 Oct 2026 09:07:13 +0700 Subject: [PATCH] Image Trace: Snap Curves To Lines levels lines a degree or two askew The documented option "replaces slightly curved lines with straight lines and snaps lines near 0 or 90 degrees to absolute 0 or 90 degrees" (helpx, Image Trace panel options); ours did the first half only. - With Snap Curves To Lines, a straight piece at least 2 px long and within 2.5 degrees of level or upright is made exactly so, by moving its ends across it to their mean (the page gives no angle: 2.5 degrees is our choice). The pieces next to a moved end follow it. - A junction other regions share stays where it is, so abutting regions still have one curve along their edge; a line between a junction and a free end is levelled to the junction. - The harness gains askew inputs (a rectangle, a plus sign and two lines, 1 to 2 degrees off level and upright) and an "upright %" column: the share of the outline length that is exactly level or upright. On the clean askew inputs (docs/image-trace-quality.md): Black and White Logo and Technical Drawing, the presets with the option on, go from 0% to 91% and 95% of their outline exactly level or upright. Their outlines are then 0.49 and 0.59 px from the art as drawn where they were 0.05 (4.2 px at the far end of a 300 px side turned 1.5 degrees): that distance is what the option is for. Presets without the option are unchanged. --- crates/trace/src/fit.rs | 65 +++ crates/trace/src/lib.rs | 5 +- crates/trace/src/logo/outline.rs | 4 + crates/trace/src/tests.rs | 33 ++ crates/trace/tests/quality/inputs.rs | 28 +- crates/trace/tests/quality/main.rs | 11 +- crates/trace/tests/quality/measure.rs | 10 +- docs/image-trace-quality.md | 607 +++++++++++++------------- 8 files changed, 461 insertions(+), 302 deletions(-) diff --git a/crates/trace/src/fit.rs b/crates/trace/src/fit.rs index 6abfb5bf..71ef08dc 100644 --- a/crates/trace/src/fit.rs +++ b/crates/trace/src/fit.rs @@ -60,6 +60,65 @@ fn before(a: Point, b: Point) -> std::cmp::Ordering { a.x.total_cmp(&b.x).then(a.y.total_cmp(&b.y)) } +/// Lines within this of level or upright are made exactly so (the tangent of 2.5°). +const NEARLY_UPRIGHT: f64 = 0.0437; + +/// Snap Curves To Lines: the straight pieces of `segs` (a chain; `closed` when its end joins its +/// start) that are within 2.5° of level or upright and at least 2 px long are made exactly level +/// or upright, by moving their ends across them: both to their mean, or, in an open chain, the +/// free end to the end that is fixed (a chain's own ends are junctions other regions share, and +/// stay where they are). The pieces next to a moved end follow it. +fn snap_upright(segs: &mut [Cubic], closed: bool) { + let n = segs.len(); + let straight = |c: &Cubic| seg_dist(c[1], c[0], c[3]) < 1e-6 && seg_dist(c[2], c[0], c[3]) < 1e-6; + let lines: Vec = segs.iter().map(straight).collect(); + // Anchor `i` starts piece `i`; an open chain has one more, at its end. + let fixed = |i: usize| !closed && (i == 0 || i == n); + let at = |segs: &[Cubic], i: usize| if i < n { segs[i][0] } else { segs[n - 1][3] }; + let put = |segs: &mut [Cubic], i: usize, p: Point| { + let i = if closed { i % n } else { i }; + let d = p - at(segs, i); + if i < n { + segs[i][0] = p; + segs[i][1] += d; + } + if let Some(before) = if i > 0 { Some(i - 1) } else { closed.then_some(n - 1) } { + segs[before][3] = p; + segs[before][2] += d; + } + }; + for (i, &line) in lines.iter().enumerate() { + let (ia, ib) = (i, if closed { (i + 1) % n } else { i + 1 }); + let (a, b) = (at(segs, ia), at(segs, ib)); + let d = b - a; + if !line || d.hypot() < 2.0 || ia == ib { + continue; + } + let level = d.y.abs() <= NEARLY_UPRIGHT * d.x.abs(); + if !level && d.x.abs() > NEARLY_UPRIGHT * d.y.abs() { + continue; + } + let pick = |p: Point| if level { p.y } else { p.x }; + let to = match (fixed(ia), fixed(ib)) { + (true, true) => continue, + (true, false) => pick(a), + (false, true) => pick(b), + (false, false) => (pick(a) + pick(b)) / 2.0, + }; + let moved = |p: Point| if level { Point::new(p.x, to) } else { Point::new(to, p.y) }; + if !fixed(ia) { + put(segs, ia, moved(a)); + } + if !fixed(ib) { + put(segs, ib, moved(b)); + } + } + // A straight piece has its handles on it. + for (c, _) in segs.iter_mut().zip(&lines).filter(|(_, line)| **line) { + *c = [c[0], c[0] + (c[3] - c[0]) / 3.0, c[0] + (c[3] - c[0]) * (2.0 / 3.0), c[3]]; + } +} + /// A whole loop fitted. The same loop gives the same curves whichever way it runs and wherever it /// starts (it is fitted clockwise from its leftmost point): the outline of a shape and the hole it /// leaves in the shape around it are one curve. @@ -80,6 +139,9 @@ fn fit_closed(pts: &[Point], style: &Style) -> Option> { if stats.reverted > 0 && !all_within(&sample_cubics(&segs, 0.25), &resample_closed(&pts, 0.5).map_or_else(|| pts.clone(), |(p, _)| p), 1.5) { segs = polygon(&pts, style.tol); } + if style.upright { + snap_upright(&mut segs, true); + } Some(if flip { reversed(segs) } else { segs }) } @@ -107,6 +169,9 @@ fn fit_piece(pts: &[Point], style: &Style) -> Vec { let kept: Vec = (0..n).filter(|&i| keep[i]).map(|i| pts[i]).collect(); segs = kept.windows(2).filter(|p| p[0] != p[1]).map(|p| [p[0], p[0], p[1], p[1]]).collect(); } + if style.upright { + snap_upright(&mut segs, false); + } if flip { reversed(segs) } else { segs } } diff --git a/crates/trace/src/lib.rs b/crates/trace/src/lib.rs index 92cb1aed..46270b4a 100644 --- a/crates/trace/src/lib.rs +++ b/crates/trace/src/lib.rs @@ -329,8 +329,8 @@ impl TraceParams { } /// How outlines are fitted: Paths sets how closely the curves follow the edge (0.08 px at 100, /// 0.33 px at 50, 0.78 px at 0), Corners the turn that makes a corner (35° at 100, 90° at 0). - /// Straight edges are always lines; Snap Curves To Lines also straightens slightly curved ones - /// and makes parts of circles true arcs. + /// Straight edges are always lines; Snap Curves To Lines also straightens slightly curved ones, + /// makes parts of circles true arcs, and makes lines within 2.5° of level or upright exactly so. fn outline_style(&self) -> logo::Style { // Parameters come from users and agents: a NaN or infinity must not reach the geometry. let unit = |v: f64, default: f64| if v.is_finite() { (v / 100.0).clamp(0.0, 1.0) } else { default }; @@ -345,6 +345,7 @@ impl TraceParams { circle_tol: if snap { 0.3 } else { 0.15 }, restore: Some(logo::RestoreParams::default()), check_step: 0.15, + upright: snap, ..logo::Style::default() } } diff --git a/crates/trace/src/logo/outline.rs b/crates/trace/src/logo/outline.rs index b85f51bd..57d87f8e 100644 --- a/crates/trace/src/logo/outline.rs +++ b/crates/trace/src/logo/outline.rs @@ -25,6 +25,9 @@ pub(crate) struct Style { pub max_dev: f64, /// Spacing of the points of the fit that this check looks at. pub check_step: f64, + /// Straight pieces within a few degrees of level or upright are made exactly so (by the + /// tracer's other modes; Flat Logo leaves them). + pub upright: bool, } impl Default for Style { @@ -42,6 +45,7 @@ impl Default for Style { restore: Some(RestoreParams::default()), max_dev: 1.4, check_step: 0.03, + upright: false, } } } diff --git a/crates/trace/src/tests.rs b/crates/trace/src/tests.rs index 2daf307c..3a38a9e7 100644 --- a/crates/trace/src/tests.rs +++ b/crates/trace/src/tests.rs @@ -1093,3 +1093,36 @@ fn ignore_color_leaves_out_the_colour_picked() { assert_eq!(old.ignore_color, None); assert_eq!(serde_json::to_value(¶ms).unwrap()["ignoreColor"], serde_json::Value::Null); } + +#[test] +fn snap_curves_to_lines_levels_a_rectangle_a_degree_askew() { + // 120 × 60, turned 1.5° about its centre. + let (c, t) = (Point::new(100.3, 60.6), 1.5f64.to_radians()); + let img = soft(200, 120, |x, y| { + let (dx, dy) = (x - c.x, y - c.y); + (dx * t.cos() + dy * t.sin()).abs() <= 60.0 && (dy * t.cos() - dx * t.sin()).abs() <= 30.0 + }); + let sides = |snap: bool| { + let res = trace(&img, &TraceParams { snap_curves_to_lines: snap, ..bw() }); + let sp = res.paths[0].path.subpaths[0].clone(); + assert_eq!(sp.anchors.len(), 4, "{sp:?}"); + (0..4).map(|i| sp.segment(i)).map(|s| ((s.p3.x - s.p0.x).abs(), (s.p3.y - s.p0.y).abs())).collect::>() + }; + // Snapped, every side is exactly level or upright; left alone, it keeps its 1.5°. + assert!(sides(true).iter().all(|(dx, dy)| *dx == 0.0 || *dy == 0.0), "{:?}", sides(true)); + assert!(sides(false).iter().all(|(dx, dy)| dx.min(*dy) > 0.5), "{:?}", sides(false)); + // And it is still the rectangle: 120 by 60 about the same centre. + let b = trace(&img, &TraceParams { snap_curves_to_lines: true, ..bw() }).paths[0].path.bounds().unwrap(); + assert!((b.width() - 120.0).abs() < 1.0 && (b.height() - 60.0).abs() < 1.0 && (b.center().x - c.x).abs() < 0.3, "{b:?}"); + // A side 5° off is no slip of the scanner: it stays. + let t = 5f64.to_radians(); + let img = soft(200, 120, |x, y| { + let (dx, dy) = (x - c.x, y - c.y); + (dx * t.cos() + dy * t.sin()).abs() <= 60.0 && (dy * t.cos() - dx * t.sin()).abs() <= 30.0 + }); + let sp = trace(&img, &TraceParams { snap_curves_to_lines: true, ..bw() }).paths[0].path.subpaths[0].clone(); + assert!( + (0..sp.segment_count()) + .all(|i| (sp.segment(i).p3.y - sp.segment(i).p0.y).abs() > 1.0 && (sp.segment(i).p3.x - sp.segment(i).p0.x).abs() > 1.0) + ); +} diff --git a/crates/trace/tests/quality/inputs.rs b/crates/trace/tests/quality/inputs.rs index ad21f3ba..12848550 100644 --- a/crates/trace/tests/quality/inputs.rs +++ b/crates/trace/tests/quality/inputs.rs @@ -15,13 +15,16 @@ pub enum Class { Poly, /// Thin lines, 0.5 to 5 units wide. Lines, + /// Straight-edged shapes and lines a degree or two off level and upright, as a scan or a + /// screenshot taken a little askew has them. + Askew, /// Flat art in several colours, with regions that touch. Flat, /// Continuous tone: a gradient and a photo-like image. Tone, } -pub const CLASSES: [Class; 5] = [Class::Shape, Class::Poly, Class::Lines, Class::Flat, Class::Tone]; +pub const CLASSES: [Class; 6] = [Class::Shape, Class::Poly, Class::Lines, Class::Askew, Class::Flat, Class::Tone]; impl Class { pub fn name(self) -> &'static str { @@ -29,6 +32,7 @@ impl Class { Class::Shape => "curved shapes", Class::Poly => "polygons", Class::Lines => "thin lines", + Class::Askew => "askew shapes", Class::Flat => "flat colour art", Class::Tone => "gradient, photo", } @@ -215,6 +219,27 @@ pub fn inputs() -> Vec { lines.extend(strip); } + // A rectangle 1.5° off level, a plus sign 1° off the other way, and two lines 1° and 2° off. + let turned = |p: BezPath, deg: f64, about: (f64, f64)| Affine::rotate_about(deg.to_radians(), Point::new(about.0, about.1)) * p; + let plus = [ + (150.0, 150.0), + (170.0, 150.0), + (170.0, 180.0), + (200.0, 180.0), + (200.0, 200.0), + (170.0, 200.0), + (170.0, 230.0), + (150.0, 230.0), + (150.0, 200.0), + (120.0, 200.0), + (120.0, 180.0), + (150.0, 180.0), + ]; + let mut askew = turned(poly(&[(40.3, 30.6), (200.7, 30.6), (200.7, 110.4), (40.3, 110.4)]), 1.5, (120.0, 70.0)); + askew.extend(turned(poly(&plus), -1.0, (160.0, 190.0))); + askew.extend(turned(poly(&[(20.0, 150.3), (100.0, 150.3), (100.0, 153.3), (20.0, 153.3)]), 1.0, (60.0, 152.0))); + askew.extend(turned(poly(&[(60.4, 170.0), (62.4, 170.0), (62.4, 240.0), (60.4, 240.0)]), 2.0, (61.0, 205.0))); + let centre = Point::new(128.4, 128.3); let touching = vec![(half_disc(centre, 90.0, true), [200, 40, 50]), (half_disc(centre, 90.0, false), [30, 90, 200])]; let bar = [(60.3, 180.4), (196.6, 180.4), (196.6, 206.7), (60.3, 206.7)]; @@ -234,6 +259,7 @@ pub fn inputs() -> Vec { art("star", Class::Poly, ink(poly(&star)), 10, points(&star)), art("letter A", Class::Poly, ink(with_holes(poly(&a_outer), &[poly(&a_counter)])), 10, points(&[&a_outer[..], &a_counter].concat())), art("lines", Class::Lines, ink(lines), 20, vec![]), + art("askew shapes and lines", Class::Askew, ink(askew), 24, vec![]), art("two touching halves", Class::Flat, touching, 6, vec![(centre.x, centre.y - 90.0).into(), (centre.x, centre.y + 90.0).into()]), art("four-colour badge", Class::Flat, multicolor, 20, points(&bar)), tone("gradient", gradient), diff --git a/crates/trace/tests/quality/main.rs b/crates/trace/tests/quality/main.rs index cd858e00..cddf5e71 100644 --- a/crates/trace/tests/quality/main.rs +++ b/crates/trace/tests/quality/main.rs @@ -72,7 +72,7 @@ fn target(preset: &str, input: &Input) -> bool { "Sketched Art" => &[Class::Shape, Class::Lines], "Silhouettes" => &[Class::Shape], "Line Art" | "Outline" => &[Class::Lines], - "Technical Drawing" => &[Class::Lines, Class::Poly], + "Technical Drawing" => &[Class::Lines, Class::Poly, Class::Askew], _ => &[Class::Shape, Class::Poly], }; classes.contains(&input.class) @@ -172,12 +172,12 @@ fn stat(runs: &[&Metrics], field: impl Fn(&Metrics) -> f64, max: bool, digits: u if x.is_finite() { format!("{:.digits$}", x + 0.0) } else { "all".into() } } -const HEADER: &str = "| ΔE | edge ΔE | off mean | off max | missed max | paths | anchors | × art | lines % | corners % | kinks | odd colours | odd px | gap px | overlap px | specks | outside px |\n|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|\n"; +const HEADER: &str = "| ΔE | edge ΔE | off mean | off max | missed max | paths | anchors | × art | lines % | upright % | corners % | kinks | odd colours | odd px | gap px | overlap px | specks | outside px |\n|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|\n"; fn row(runs: &[&Run]) -> String { let m: Vec<&Metrics> = runs.iter().filter_map(|r| r.metrics.as_ref()).collect(); if m.is_empty() { - return format!("| refused |{}", " |".repeat(16)); + return format!("| refused |{}", " |".repeat(17)); } let cells = [ stat(&m, |m| m.delta, false, 2), @@ -189,6 +189,7 @@ fn row(runs: &[&Run]) -> String { stat(&m, |m| m.anchors, false, 0), stat(&m, |m| m.anchor_ratio, false, 2), stat(&m, |m| m.lines, false, 0), + stat(&m, |m| m.upright, false, 0), stat(&m, |m| m.corners, false, 0), stat(&m, |m| m.kinks, false, 1), stat(&m, |m| m.slivers, false, 1), @@ -223,7 +224,7 @@ fn report() -> String { let presets = presets(); let inputs = inputs(); let drawn = draw_all(&inputs); - let one_colour = |d: &&Drawing| matches!(d.0.class, Class::Shape | Class::Poly | Class::Lines); + let one_colour = |d: &&Drawing| matches!(d.0.class, Class::Shape | Class::Poly | Class::Lines | Class::Askew); if let Ok(dir) = std::env::var("TRACE_QUALITY_IMAGES") { for (input, size, variant, img) in &drawn { std::fs::write(format!("{dir}/{}.png", stem(input, *size, *variant)), img.encode_png()).unwrap(); @@ -270,7 +271,7 @@ fn report() -> String { .collect(); let _ = write!(md, "\n## 4. Yardstick\n\n{} traces by another tracer, measured the same way.\n\n| inputs | variant ", theirs.len()); md += HEADER.replacen("\n|", "\n|:--|:--|", 1).as_str(); - for class in [Class::Shape, Class::Poly, Class::Lines] { + for class in [Class::Shape, Class::Poly, Class::Lines, Class::Askew] { for variant in VARIANTS { let rows: Vec<&Run> = theirs.iter().filter(|r| r.class == class && r.variant == variant).collect(); let _ = writeln!(md, "| {} | {} {}", class.name(), variant.name(), row(&rows)); diff --git a/crates/trace/tests/quality/measure.rs b/crates/trace/tests/quality/measure.rs index a7c513e7..63ed48ac 100644 --- a/crates/trace/tests/quality/measure.rs +++ b/crates/trace/tests/quality/measure.rs @@ -175,6 +175,8 @@ pub struct Metrics { pub anchor_ratio: f64, /// Share (%) of the outline length made of straight segments. pub lines: f64, + /// Share (%) of the outline length that is exactly level or upright. + pub upright: f64, /// Share (%) of the art's sharp corners that have a traced corner within 1.5 px. pub corners: f64, /// Anchors where the path turns by 10° or more away from any true corner. @@ -224,7 +226,7 @@ pub fn measure(input: &Input, variant: Variant, size: u32, src: &Raster, params: let kept = true_corners.iter().filter(|c| turns.iter().any(|(p, t)| *t >= 20.0 && p.distance(**c) <= 1.5)).count(); corners = 100.0 * kept as f64 / true_corners.len() as f64; } - if input.class != Class::Lines { + if input.class != Class::Lines && input.class != Class::Askew { kinks = turns.iter().filter(|(p, t)| *t >= 10.0 && true_corners.iter().all(|c| p.distance(*c) > 2.0)).count() as f64; } if params.mode != Mode::BlackAndWhite { @@ -234,7 +236,7 @@ pub fn measure(input: &Input, variant: Variant, size: u32, src: &Raster, params: } } - let (mut length, mut straight) = (0.0, 0.0); + let (mut length, mut straight, mut upright) = (0.0, 0.0, 0.0); for sp in art.iter().flat_map(|(tp, _)| &tp.path.subpaths) { for i in 0..sp.segment_count() { let len = sp.segment(i).arclen(0.05); @@ -243,6 +245,9 @@ pub fn measure(input: &Input, variant: Variant, size: u32, src: &Raster, params: let c = sp.segment(i); if seg_dist(c.p1, c.p0, c.p3) < 0.02 && seg_dist(c.p2, c.p0, c.p3) < 0.02 { straight += len; + if (c.p0.x - c.p3.x).abs() < 1e-9 || (c.p0.y - c.p3.y).abs() < 1e-9 { + upright += len; + } } } } @@ -275,6 +280,7 @@ pub fn measure(input: &Input, variant: Variant, size: u32, src: &Raster, params: anchors: anchors as f64, anchor_ratio: if input.anchors > 0 { anchors as f64 / input.anchors as f64 } else { nan }, lines: if length > 0.0 { 100.0 * straight / length } else { nan }, + upright: if length > 0.0 { 100.0 * upright / length } else { nan }, corners, kinks, slivers, diff --git a/docs/image-trace-quality.md b/docs/image-trace-quality.md index e13bab32..d2d86dfa 100644 --- a/docs/image-trace-quality.md +++ b/docs/image-trace-quality.md @@ -1,6 +1,6 @@ # Image Trace quality -> **Last reviewed:** 2026-10-13 · **Last updated:** 2026-10-13 · **Change:** minor (two documented presets, Auto Color and Outline, measured; Ignore Color) +> **Last reviewed:** 2026-10-13 · **Last updated:** 2026-10-13 · **Change:** minor (Snap Curves To Lines levels lines a degree or two askew: 0 to 91-95 percent of their length exactly level or upright) What Image Trace (`crates/trace`) makes of images whose right answer is known, measured by a harness and compared with the numbers before each change. Nothing here is a judgement by eye, and nothing is compared @@ -24,6 +24,7 @@ anti-aliasing): | curved shapes | a circle; two ellipses; a rounded badge with a round hole; a letter D with its counter | | polygons | a triangle, a turned square and a hexagon; a five-pointed star; a letter A with its counter | | thin lines | five lines 0.5, 1, 2, 3 and 5 units wide (of a 256-unit square), a few degrees off the pixel grid | +| askew shapes | a rectangle, a plus sign and two lines, each 1 to 2 degrees off level and upright | | flat colour art | a disc of two halves in different colours that touch; a badge of four colours on white | | gradient, photo | a smooth two-way gradient with a glow; a photo-like image (soft-edged shaded objects, texture, sensor noise) | @@ -40,6 +41,7 @@ The letters are drawn by hand from lines and curves: the repository has no font | paths, anchors | counts, the background's frame aside | | × art | anchors per anchor point of the art itself (1.00 is as economical as the original) | | lines % | share of the outline length made of straight segments (100 is right for polygons, 0 for a circle) | +| upright % | share of the outline length that is exactly level or upright | | corners % | share of the art's sharp corners with a traced corner within 1.5 px | | kinks | anchors where the outline turns by 10° or more away from any true corner | | odd colours, odd px | paths (and their area) in a colour the art doesn't have: slivers along anti-aliased edges | @@ -56,225 +58,240 @@ Each preset on the inputs it is meant for, all sizes and variants. ### Baseline (before any change, main at `baf9693f`) -| preset | inputs | ΔE | edge ΔE | off mean | off max | missed max | paths | anchors | × art | lines % | corners % | kinks | odd colours | odd px | gap px | overlap px | specks | outside px | -|:--|:--|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:| -| Default | circle, ellipses, badge with a hole, letter D, polygons, star, letter A | 2.79 | 17.15 | 0.313 | 1.51 | 2.52 | 1.9 | 14 | 1.45 | 34 | 76 | 1.4 | – | – | 63.5 | 67.0 | 0.0 | 0.0 | -| High Fidelity Photo | gradient, photo-like | 2.30 | 2.63 | – | – | – | 3652.6 | 46866 | – | 84 | – | – | – | – | 0.0 | – | 1169.4 | 0.3 | -| Low Fidelity Photo | gradient, photo-like | 2.61 | 2.94 | – | – | – | 128.3 | 3867 | – | 42 | – | – | – | – | 0.0 | – | 0.0 | 0.7 | -| 3 Colors | two touching halves | 4.93 | 11.38 | 0.482 | 2.35 | 89.09 | 2.1 | 14 | 2.31 | 12 | 29 | 2.1 | 1.6 | 15418 | 118.0 | 87.3 | 0.0 | 0.0 | -| 6 Colors | two touching halves, four-colour badge | 0.78 | 8.82 | 4.383 | 83.10 | 30.11 | 21.2 | 270 | 30.18 | 51 | 98 | 213.8 | 2.4 | 272 | 198.8 | 194.6 | 0.0 | 0.3 | -| 16 Colors | two touching halves, four-colour badge | 0.74 | 9.02 | 5.115 | 86.21 | 4.32 | 69.9 | 923 | 102.80 | 58 | 100 | 765.9 | 5.9 | 670 | 293.7 | 329.9 | 0.0 | 0.5 | -| Shades of Gray | gradient, photo-like | 9.29 | 9.16 | – | – | – | 90.8 | 1921 | – | 42 | – | – | – | – | 0.0 | – | 0.2 | 0.5 | -| Black and White Logo | circle, ellipses, badge with a hole, letter D, polygons, star, letter A | 2.76 | 15.96 | 0.270 | 1.76 | 2.53 | 1.4 | 31 | 3.78 | 90 | 81 | 15.3 | – | – | – | – | 0.0 | 0.0 | -| Sketched Art | circle, ellipses, badge with a hole, letter D, lines | 2.85 | 17.04 | 0.302 | 1.63 | 105.63 | 1.8 | 14 | 1.34 | 28 | 18 | 1.4 | – | – | – | – | 0.0 | 0.0 | -| Silhouettes | circle, ellipses, badge with a hole, letter D | 3.04 | 21.41 | 0.573 | 2.88 | 2.89 | 1.2 | 10 | 1.16 | 9 | 86 | 1.4 | – | – | – | – | 0.0 | 0.0 | -| Line Art | lines | 2.77 | 12.51 | 0.158 | 1.13 | 105.76 | 5.4 | 25 | 1.27 | 90 | – | – | – | – | – | – | 0.0 | 0.0 | -| Technical Drawing | polygons, star, letter A, lines | 2.66 | 13.45 | 0.201 | 1.37 | 105.76 | 4.8 | 32 | 2.23 | 100 | 85 | 5.9 | – | – | – | – | 0.1 | 0.0 | -| Flat Logo | two touching halves, four-colour badge | 0.43 | 3.53 | 3.106 | 88.50 | 0.78 | 69.9 | 352 | 38.92 | 38 | 80 | 237.0 | 0.0 | 0 | 13.8 | – | 59.1 | 0.2 | +| preset | inputs | ΔE | edge ΔE | off mean | off max | missed max | paths | anchors | × art | lines % | upright % | corners % | kinks | odd colours | odd px | gap px | overlap px | specks | outside px | +|:--|:--|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:| +| Default | circle, ellipses, badge with a hole, letter D, polygons, star, letter A | 2.79 | 17.15 | 0.313 | 1.51 | 2.52 | 1.9 | 14 | 1.45 | 34 | 5 | 76 | 1.4 | – | – | 63.5 | 67.0 | 0.0 | 0.0 | +| High Fidelity Photo | gradient, photo-like | 2.30 | 2.63 | – | – | – | 3652.6 | 46866 | – | 84 | 29 | – | – | – | – | 0.0 | – | 1169.4 | 0.3 | +| Low Fidelity Photo | gradient, photo-like | 2.61 | 2.94 | – | – | – | 128.3 | 3867 | – | 42 | 22 | – | – | – | – | 0.0 | – | 0.0 | 0.7 | +| 3 Colors | two touching halves | 4.93 | 11.38 | 0.482 | 2.35 | 89.09 | 2.1 | 14 | 2.31 | 12 | 8 | 29 | 2.1 | 1.6 | 15418 | 118.0 | 87.3 | 0.0 | 0.0 | +| 6 Colors | two touching halves, four-colour badge | 0.78 | 8.82 | 4.383 | 83.10 | 30.11 | 21.2 | 270 | 30.18 | 51 | 40 | 98 | 213.8 | 2.4 | 272 | 198.8 | 194.6 | 0.0 | 0.3 | +| 16 Colors | two touching halves, four-colour badge | 0.74 | 9.02 | 5.115 | 86.21 | 4.32 | 69.9 | 923 | 102.80 | 58 | 47 | 100 | 765.9 | 5.9 | 670 | 293.7 | 329.9 | 0.0 | 0.5 | +| Shades of Gray | gradient, photo-like | 9.29 | 9.16 | – | – | – | 90.8 | 1921 | – | 42 | 27 | – | – | – | – | 0.0 | – | 0.2 | 0.5 | +| Black and White Logo | circle, ellipses, badge with a hole, letter D, polygons, star, letter A | 2.76 | 15.96 | 0.270 | 1.76 | 2.53 | 1.4 | 31 | 3.78 | 90 | 17 | 81 | 15.3 | – | – | – | – | 0.0 | 0.0 | +| Sketched Art | circle, ellipses, badge with a hole, letter D, lines | 2.85 | 17.04 | 0.302 | 1.63 | 105.63 | 1.8 | 14 | 1.34 | 28 | 8 | 18 | 1.4 | – | – | – | – | 0.0 | 0.0 | +| Silhouettes | circle, ellipses, badge with a hole, letter D | 3.04 | 21.41 | 0.573 | 2.88 | 2.89 | 1.2 | 10 | 1.16 | 9 | 7 | 86 | 1.4 | – | – | – | – | 0.0 | 0.0 | +| Line Art | lines | 2.77 | 12.51 | 0.158 | 1.13 | 105.76 | 5.4 | 25 | 1.27 | 90 | 6 | – | – | – | – | – | – | 0.0 | 0.0 | +| Technical Drawing | polygons, star, letter A, lines, askew shapes and lines | 2.73 | 13.67 | 0.210 | 1.43 | 105.76 | 4.7 | 31 | 2.01 | 100 | 9 | 85 | 5.9 | – | – | – | – | 0.1 | 0.0 | +| Flat Logo | two touching halves, four-colour badge | 0.43 | 3.53 | 3.106 | 88.50 | 0.78 | 69.9 | 352 | 38.92 | 38 | 10 | 80 | 237.0 | 0.0 | 0 | 13.8 | – | 59.1 | 0.2 | -### Now (sub-pixel edges, the palette, photo smoothing, shared edges, memory, thin lines, two more presets) +### Now (all changes up to snapping near-level lines) -| preset | inputs | ΔE | edge ΔE | off mean | off max | missed max | paths | anchors | × art | lines % | corners % | kinks | odd colours | odd px | gap px | overlap px | specks | outside px | -|:--|:--|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:| -| Default | circle, ellipses, badge with a hole, letter D, polygons, star, letter A | 2.60 | 10.02 | 0.090 | 1.02 | 2.22 | 1.9 | 17 | 1.74 | 29 | 69 | 0.4 | – | – | 0.5 | 0.6 | 0.0 | 0.0 | -| Auto Color | two touching halves, four-colour badge | 0.55 | 4.98 | 0.140 | 1.33 | 1.21 | 4.0 | 53 | 3.28 | 38 | 86 | 5.1 | 0.0 | 0 | 1.4 | 1.1 | 0.0 | 0.0 | -| High Fidelity Photo | gradient, photo-like | 1.75 | 1.97 | – | – | – | 120.7 | 10001 | – | 38 | – | – | – | – | 0.0 | – | 10.3 | 0.0 | -| Low Fidelity Photo | gradient, photo-like | 2.45 | 2.69 | – | – | – | 37.1 | 2118 | – | 41 | – | – | – | – | 0.0 | – | 0.0 | 0.0 | -| 3 Colors | two touching halves | 0.42 | 3.98 | 0.104 | 0.91 | 0.91 | 2.0 | 11 | 1.81 | 39 | 100 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | -| 6 Colors | two touching halves, four-colour badge | 0.55 | 4.98 | 0.140 | 1.34 | 1.19 | 4.0 | 50 | 3.13 | 38 | 86 | 5.2 | 0.0 | 0 | 0.2 | 0.3 | 0.0 | 0.0 | -| 16 Colors | two touching halves, four-colour badge | 0.55 | 4.90 | 0.141 | 1.31 | 1.19 | 4.2 | 62 | 3.79 | 39 | 86 | 6.4 | 0.0 | 0 | 0.2 | 0.2 | 0.0 | 0.0 | -| Shades of Gray | gradient, photo-like | 9.26 | 9.06 | – | – | – | 16.5 | 695 | – | 51 | – | – | – | – | 0.0 | – | 0.5 | 0.0 | -| Black and White Logo | circle, ellipses, badge with a hole, letter D, polygons, star, letter A | 2.58 | 9.33 | 0.059 | 1.02 | 2.22 | 1.4 | 29 | 2.88 | 39 | 69 | 0.3 | – | – | – | – | 0.0 | 0.0 | -| Sketched Art | circle, ellipses, badge with a hole, letter D, lines | 2.71 | 11.98 | 0.186 | 1.00 | 105.61 | 1.8 | 17 | 1.47 | 16 | 86 | 0.0 | – | – | – | – | 0.0 | 0.0 | -| Silhouettes | circle, ellipses, badge with a hole, letter D | 2.98 | 19.28 | 0.524 | 2.19 | 2.18 | 1.2 | 14 | 1.65 | 11 | 79 | 0.3 | – | – | – | – | 0.0 | 0.0 | -| Line Art | lines | 2.62 | 9.44 | 0.055 | 0.96 | 105.82 | 5.4 | 46 | 2.29 | 41 | – | – | – | – | – | – | 0.1 | 0.0 | -| Technical Drawing | polygons, star, letter A, lines | 2.54 | 9.65 | 0.084 | 1.02 | 105.82 | 4.8 | 46 | 3.23 | 71 | 73 | 0.8 | – | – | – | – | 1.2 | 0.0 | -| Outline | lines | 2.93 | 15.91 | 0.310 | 1.84 | 106.00 | 5.0 | 81 | 4.03 | 15 | – | – | – | – | – | – | 0.0 | 0.0 | -| Flat Logo | two touching halves, four-colour badge | 0.43 | 3.53 | 3.106 | 88.50 | 0.78 | 69.9 | 352 | 38.92 | 38 | 80 | 237.0 | 0.0 | 0 | 13.8 | – | 59.1 | 0.2 | +| preset | inputs | ΔE | edge ΔE | off mean | off max | missed max | paths | anchors | × art | lines % | upright % | corners % | kinks | odd colours | odd px | gap px | overlap px | specks | outside px | +|:--|:--|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:| +| Default | circle, ellipses, badge with a hole, letter D, polygons, star, letter A | 2.60 | 10.02 | 0.090 | 1.02 | 2.22 | 1.9 | 17 | 1.74 | 29 | 5 | 69 | 0.4 | – | – | 0.5 | 0.6 | 0.0 | 0.0 | +| Auto Color | two touching halves, four-colour badge | 0.55 | 4.98 | 0.140 | 1.33 | 1.21 | 4.0 | 53 | 3.28 | 38 | 14 | 86 | 5.1 | 0.0 | 0 | 1.4 | 1.1 | 0.0 | 0.0 | +| High Fidelity Photo | gradient, photo-like | 1.75 | 1.97 | – | – | – | 120.7 | 10001 | – | 38 | 36 | – | – | – | – | 0.0 | – | 10.3 | 0.0 | +| Low Fidelity Photo | gradient, photo-like | 2.45 | 2.69 | – | – | – | 37.1 | 2118 | – | 41 | 36 | – | – | – | – | 0.0 | – | 0.0 | 0.0 | +| 3 Colors | two touching halves | 0.42 | 3.98 | 0.104 | 0.91 | 0.91 | 2.0 | 11 | 1.81 | 39 | 6 | 100 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | +| 6 Colors | two touching halves, four-colour badge | 0.55 | 4.98 | 0.140 | 1.34 | 1.19 | 4.0 | 50 | 3.13 | 38 | 14 | 86 | 5.2 | 0.0 | 0 | 0.2 | 0.3 | 0.0 | 0.0 | +| 16 Colors | two touching halves, four-colour badge | 0.55 | 4.90 | 0.141 | 1.31 | 1.19 | 4.2 | 62 | 3.79 | 39 | 14 | 86 | 6.4 | 0.0 | 0 | 0.2 | 0.2 | 0.0 | 0.0 | +| Shades of Gray | gradient, photo-like | 9.26 | 9.06 | – | – | – | 16.5 | 695 | – | 51 | 40 | – | – | – | – | 0.0 | – | 0.5 | 0.0 | +| Black and White Logo | circle, ellipses, badge with a hole, letter D, polygons, star, letter A | 2.58 | 9.31 | 0.059 | 1.02 | 2.22 | 1.4 | 29 | 2.88 | 39 | 11 | 69 | 0.3 | – | – | – | – | 0.0 | 0.0 | +| Sketched Art | circle, ellipses, badge with a hole, letter D, lines | 2.71 | 11.98 | 0.186 | 1.00 | 105.61 | 1.8 | 17 | 1.47 | 16 | 7 | 86 | 0.0 | – | – | – | – | 0.0 | 0.0 | +| Silhouettes | circle, ellipses, badge with a hole, letter D | 2.98 | 19.28 | 0.524 | 2.19 | 2.18 | 1.2 | 14 | 1.65 | 11 | 7 | 79 | 0.3 | – | – | – | – | 0.0 | 0.0 | +| Line Art | lines | 2.62 | 9.44 | 0.055 | 0.96 | 105.82 | 5.4 | 46 | 2.29 | 41 | 0 | – | – | – | – | – | – | 0.1 | 0.0 | +| Technical Drawing | polygons, star, letter A, lines, askew shapes and lines | 2.70 | 11.81 | 0.156 | 4.23 | 105.82 | 4.7 | 47 | 3.03 | 71 | 20 | 73 | 0.8 | – | – | – | – | 0.9 | 0.0 | +| Outline | lines | 2.93 | 15.91 | 0.310 | 1.84 | 106.00 | 5.0 | 81 | 4.03 | 15 | 5 | – | – | – | – | – | – | 0.0 | 0.0 | +| Flat Logo | two touching halves, four-colour badge | 0.43 | 3.53 | 3.106 | 88.50 | 0.78 | 69.9 | 352 | 38.92 | 38 | 10 | 80 | 237.0 | 0.0 | 0 | 13.8 | – | 59.1 | 0.2 | -The sections below are the numbers now (sub-pixel edges, the palette, photo smoothing, shared edges, memory, thin lines, two more presets). +The sections below are the numbers now (all changes up to snapping near-level lines). ## 1. Each preset on the inputs it is meant for All sizes and variants (clean, aliased, blurred, noisy, scanned) of those inputs. -| preset | inputs | ΔE | edge ΔE | off mean | off max | missed max | paths | anchors | × art | lines % | corners % | kinks | odd colours | odd px | gap px | overlap px | specks | outside px | -|:--|:--|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:| -| Default | circle, ellipses, badge with a hole, letter D, polygons, star, letter A | 2.60 | 10.02 | 0.090 | 1.02 | 2.22 | 1.9 | 17 | 1.74 | 29 | 69 | 0.4 | – | – | 0.5 | 0.6 | 0.0 | 0.0 | -| Auto Color | two touching halves, four-colour badge | 0.55 | 4.98 | 0.140 | 1.33 | 1.21 | 4.0 | 53 | 3.28 | 38 | 86 | 5.1 | 0.0 | 0 | 1.4 | 1.1 | 0.0 | 0.0 | -| High Fidelity Photo | gradient, photo-like | 1.75 | 1.97 | – | – | – | 120.7 | 10001 | – | 38 | – | – | – | – | 0.0 | – | 10.3 | 0.0 | -| Low Fidelity Photo | gradient, photo-like | 2.45 | 2.69 | – | – | – | 37.1 | 2118 | – | 41 | – | – | – | – | 0.0 | – | 0.0 | 0.0 | -| 3 Colors | two touching halves | 0.42 | 3.98 | 0.104 | 0.91 | 0.91 | 2.0 | 11 | 1.81 | 39 | 100 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | -| 6 Colors | two touching halves, four-colour badge | 0.55 | 4.98 | 0.140 | 1.34 | 1.19 | 4.0 | 50 | 3.13 | 38 | 86 | 5.2 | 0.0 | 0 | 0.2 | 0.3 | 0.0 | 0.0 | -| 16 Colors | two touching halves, four-colour badge | 0.55 | 4.90 | 0.141 | 1.31 | 1.19 | 4.2 | 62 | 3.79 | 39 | 86 | 6.4 | 0.0 | 0 | 0.2 | 0.2 | 0.0 | 0.0 | -| Shades of Gray | gradient, photo-like | 9.26 | 9.06 | – | – | – | 16.5 | 695 | – | 51 | – | – | – | – | 0.0 | – | 0.5 | 0.0 | -| Black and White Logo | circle, ellipses, badge with a hole, letter D, polygons, star, letter A | 2.58 | 9.33 | 0.059 | 1.02 | 2.22 | 1.4 | 29 | 2.88 | 39 | 69 | 0.3 | – | – | – | – | 0.0 | 0.0 | -| Sketched Art | circle, ellipses, badge with a hole, letter D, lines | 2.71 | 11.98 | 0.186 | 1.00 | 105.61 | 1.8 | 17 | 1.47 | 16 | 86 | 0.0 | – | – | – | – | 0.0 | 0.0 | -| Silhouettes | circle, ellipses, badge with a hole, letter D | 2.98 | 19.28 | 0.524 | 2.19 | 2.18 | 1.2 | 14 | 1.65 | 11 | 79 | 0.3 | – | – | – | – | 0.0 | 0.0 | -| Line Art | lines | 2.62 | 9.44 | 0.055 | 0.96 | 105.82 | 5.4 | 46 | 2.29 | 41 | – | – | – | – | – | – | 0.1 | 0.0 | -| Technical Drawing | polygons, star, letter A, lines | 2.54 | 9.65 | 0.084 | 1.02 | 105.82 | 4.8 | 46 | 3.23 | 71 | 73 | 0.8 | – | – | – | – | 1.2 | 0.0 | -| Outline | lines | 2.93 | 15.91 | 0.310 | 1.84 | 106.00 | 5.0 | 81 | 4.03 | 15 | – | – | – | – | – | – | 0.0 | 0.0 | -| Flat Logo | two touching halves, four-colour badge | 0.43 | 3.53 | 3.106 | 88.50 | 0.78 | 69.9 | 352 | 38.92 | 38 | 80 | 237.0 | 0.0 | 0 | 13.8 | – | 59.1 | 0.2 | +| preset | inputs | ΔE | edge ΔE | off mean | off max | missed max | paths | anchors | × art | lines % | upright % | corners % | kinks | odd colours | odd px | gap px | overlap px | specks | outside px | +|:--|:--|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:| +| Default | circle, ellipses, badge with a hole, letter D, polygons, star, letter A | 2.60 | 10.02 | 0.090 | 1.02 | 2.22 | 1.9 | 17 | 1.74 | 29 | 5 | 69 | 0.4 | – | – | 0.5 | 0.6 | 0.0 | 0.0 | +| Auto Color | two touching halves, four-colour badge | 0.55 | 4.98 | 0.140 | 1.33 | 1.21 | 4.0 | 53 | 3.28 | 38 | 14 | 86 | 5.1 | 0.0 | 0 | 1.4 | 1.1 | 0.0 | 0.0 | +| High Fidelity Photo | gradient, photo-like | 1.75 | 1.97 | – | – | – | 120.7 | 10001 | – | 38 | 36 | – | – | – | – | 0.0 | – | 10.3 | 0.0 | +| Low Fidelity Photo | gradient, photo-like | 2.45 | 2.69 | – | – | – | 37.1 | 2118 | – | 41 | 36 | – | – | – | – | 0.0 | – | 0.0 | 0.0 | +| 3 Colors | two touching halves | 0.42 | 3.98 | 0.104 | 0.91 | 0.91 | 2.0 | 11 | 1.81 | 39 | 6 | 100 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | +| 6 Colors | two touching halves, four-colour badge | 0.55 | 4.98 | 0.140 | 1.34 | 1.19 | 4.0 | 50 | 3.13 | 38 | 14 | 86 | 5.2 | 0.0 | 0 | 0.2 | 0.3 | 0.0 | 0.0 | +| 16 Colors | two touching halves, four-colour badge | 0.55 | 4.90 | 0.141 | 1.31 | 1.19 | 4.2 | 62 | 3.79 | 39 | 14 | 86 | 6.4 | 0.0 | 0 | 0.2 | 0.2 | 0.0 | 0.0 | +| Shades of Gray | gradient, photo-like | 9.26 | 9.06 | – | – | – | 16.5 | 695 | – | 51 | 40 | – | – | – | – | 0.0 | – | 0.5 | 0.0 | +| Black and White Logo | circle, ellipses, badge with a hole, letter D, polygons, star, letter A | 2.58 | 9.31 | 0.059 | 1.02 | 2.22 | 1.4 | 29 | 2.88 | 39 | 11 | 69 | 0.3 | – | – | – | – | 0.0 | 0.0 | +| Sketched Art | circle, ellipses, badge with a hole, letter D, lines | 2.71 | 11.98 | 0.186 | 1.00 | 105.61 | 1.8 | 17 | 1.47 | 16 | 7 | 86 | 0.0 | – | – | – | – | 0.0 | 0.0 | +| Silhouettes | circle, ellipses, badge with a hole, letter D | 2.98 | 19.28 | 0.524 | 2.19 | 2.18 | 1.2 | 14 | 1.65 | 11 | 7 | 79 | 0.3 | – | – | – | – | 0.0 | 0.0 | +| Line Art | lines | 2.62 | 9.44 | 0.055 | 0.96 | 105.82 | 5.4 | 46 | 2.29 | 41 | 0 | – | – | – | – | – | – | 0.1 | 0.0 | +| Technical Drawing | polygons, star, letter A, lines, askew shapes and lines | 2.70 | 11.81 | 0.156 | 4.23 | 105.82 | 4.7 | 47 | 3.03 | 71 | 20 | 73 | 0.8 | – | – | – | – | 0.9 | 0.0 | +| Outline | lines | 2.93 | 15.91 | 0.310 | 1.84 | 106.00 | 5.0 | 81 | 4.03 | 15 | 5 | – | – | – | – | – | – | 0.0 | 0.0 | +| Flat Logo | two touching halves, four-colour badge | 0.43 | 3.53 | 3.106 | 88.50 | 0.78 | 69.9 | 352 | 38.92 | 38 | 10 | 80 | 237.0 | 0.0 | 0 | 13.8 | – | 59.1 | 0.2 | ## 2. Each preset on each kind of input (clean, three sizes) -| preset | inputs | ΔE | edge ΔE | off mean | off max | missed max | paths | anchors | × art | lines % | corners % | kinks | odd colours | odd px | gap px | overlap px | specks | outside px | -|:--|:--|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:| -| Default | curved shapes | 0.09 | 3.47 | 0.061 | 0.64 | 0.78 | 1.8 | 15 | 1.62 | 13 | 83 | 0.0 | – | – | 0.0 | 0.0 | 0.0 | 0.0 | -| Default | polygons | 0.05 | 2.12 | 0.035 | 0.43 | 1.24 | 2.0 | 14 | 1.26 | 88 | 89 | 0.0 | – | – | 0.0 | 0.0 | 0.0 | 0.0 | -| Default | thin lines | 0.53 | 4.28 | 0.045 | 0.47 | 105.51 | 3.3 | 23 | 1.15 | 48 | – | – | – | – | 0.0 | 0.0 | 0.0 | 0.0 | -| Default | flat colour art | 19.91 | 17.97 | 0.172 | 0.51 | 179.34 | 1.5 | 16 | 1.17 | 14 | 0 | 0.0 | – | – | 0.0 | 0.0 | 0.0 | 0.0 | -| Default | gradient, photo | 39.03 | 38.65 | – | – | – | 3.2 | 601 | – | 54 | – | – | – | – | 19.1 | 38.4 | 0.0 | 0.0 | -| Auto Color | curved shapes | 0.06 | 2.45 | 0.043 | 0.27 | 0.28 | 1.8 | 17 | 1.78 | 15 | 100 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | -| Auto Color | polygons | 0.05 | 2.09 | 0.035 | 0.51 | 1.34 | 2.0 | 15 | 1.33 | 88 | 89 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | -| Auto Color | thin lines | 0.69 | 5.23 | 0.057 | 0.48 | 105.59 | 5.0 | 33 | 1.63 | 57 | – | – | 4.0 | 3216 | 0.0 | 0.0 | 0.0 | 0.0 | -| Auto Color | flat colour art | 0.12 | 2.70 | 0.057 | 0.31 | 0.30 | 3.0 | 28 | 2.00 | 43 | 100 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | -| Auto Color | gradient, photo | 2.07 | 2.38 | – | – | – | 159.3 | 4430 | – | 19 | – | – | – | – | 22.7 | 32.4 | 0.0 | 0.0 | -| High Fidelity Photo | curved shapes | 0.04 | 1.66 | 0.026 | 0.18 | 0.20 | 1.2 | 19 | 2.12 | 20 | 100 | 0.0 | 0.0 | 0 | 0.0 | – | 0.0 | 0.0 | -| High Fidelity Photo | polygons | 0.05 | 1.88 | 0.031 | 0.51 | 1.34 | 1.7 | 16 | 1.43 | 88 | 89 | 0.0 | 0.0 | 0 | 0.0 | – | 0.0 | 0.0 | -| High Fidelity Photo | thin lines | 0.34 | 5.96 | 0.075 | 0.85 | 4.31 | 40.3 | 339 | 16.93 | 37 | – | – | 27.3 | 4490 | 0.0 | – | 19.0 | 0.0 | -| High Fidelity Photo | flat colour art | 0.14 | 4.16 | 0.030 | 0.20 | 0.20 | 3.5 | 73 | 4.62 | 35 | 100 | 0.0 | 0.0 | 0 | 0.0 | – | 0.0 | 0.0 | -| High Fidelity Photo | gradient, photo | 1.80 | 2.04 | – | – | – | 134.7 | 11321 | – | 39 | – | – | – | – | 0.0 | – | 7.3 | 0.0 | -| Low Fidelity Photo | curved shapes | 0.06 | 2.65 | 0.047 | 0.31 | 0.31 | 1.2 | 13 | 1.47 | 17 | 100 | 0.0 | 0.0 | 0 | 0.0 | – | 0.0 | 0.0 | -| Low Fidelity Photo | polygons | 0.05 | 2.15 | 0.036 | 0.51 | 1.34 | 1.7 | 14 | 1.22 | 88 | 89 | 0.0 | 0.0 | 0 | 0.0 | – | 0.0 | 0.0 | -| Low Fidelity Photo | thin lines | 0.51 | 5.69 | 0.083 | 0.86 | 45.41 | 7.0 | 56 | 2.80 | 47 | – | – | 4.0 | 3966 | 0.0 | – | 0.0 | 0.0 | -| Low Fidelity Photo | flat colour art | 0.15 | 4.29 | 0.045 | 0.28 | 0.28 | 3.5 | 54 | 3.38 | 31 | 100 | 0.0 | 0.0 | 0 | 0.0 | – | 0.0 | 0.0 | -| Low Fidelity Photo | gradient, photo | 2.53 | 2.80 | – | – | – | 42.7 | 2282 | – | 41 | – | – | – | – | 0.0 | – | 0.0 | 0.0 | -| 3 Colors | curved shapes | 0.06 | 2.65 | 0.047 | 0.31 | 0.31 | 1.8 | 16 | 1.70 | 15 | 100 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | -| 3 Colors | polygons | 0.05 | 2.15 | 0.036 | 0.51 | 1.34 | 2.0 | 15 | 1.32 | 88 | 89 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | -| 3 Colors | thin lines | 0.45 | 4.38 | 0.113 | 0.90 | 45.41 | 5.0 | 44 | 2.18 | 50 | – | – | 2.0 | 290 | 0.0 | 0.0 | 0.0 | 0.0 | -| 3 Colors | flat colour art | 1.31 | 3.61 | 0.125 | 0.90 | 60.25 | 2.5 | 25 | 1.86 | 45 | 100 | 0.0 | 1.0 | 9914 | 0.0 | 0.0 | 0.0 | 0.0 | -| 3 Colors | gradient, photo | 7.49 | 7.60 | – | – | – | 5.7 | 530 | – | 47 | – | – | – | – | 6.3 | 7.4 | 0.0 | 0.0 | -| 6 Colors | curved shapes | 0.06 | 2.45 | 0.043 | 0.27 | 0.28 | 1.8 | 17 | 1.78 | 15 | 100 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | -| 6 Colors | polygons | 0.05 | 2.08 | 0.035 | 0.51 | 1.34 | 2.0 | 15 | 1.33 | 88 | 89 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | -| 6 Colors | thin lines | 0.50 | 4.49 | 0.102 | 0.86 | 45.41 | 4.0 | 33 | 1.65 | 53 | – | – | 1.7 | 396 | 0.0 | 0.0 | 0.0 | 0.0 | -| 6 Colors | flat colour art | 0.12 | 2.70 | 0.057 | 0.31 | 0.30 | 3.0 | 28 | 2.00 | 43 | 100 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | -| 6 Colors | gradient, photo | 5.00 | 5.28 | – | – | – | 13.0 | 832 | – | 36 | – | – | – | – | 6.1 | 8.2 | 0.0 | 0.0 | -| 16 Colors | curved shapes | 0.05 | 2.21 | 0.038 | 0.24 | 0.25 | 1.8 | 17 | 1.85 | 16 | 100 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | -| 16 Colors | polygons | 0.05 | 1.97 | 0.032 | 0.51 | 1.34 | 2.0 | 16 | 1.39 | 88 | 89 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | -| 16 Colors | thin lines | 0.41 | 3.77 | 0.110 | 0.86 | 23.65 | 8.7 | 50 | 2.52 | 52 | – | – | 5.7 | 305 | 0.0 | 0.0 | 0.0 | 0.0 | -| 16 Colors | flat colour art | 0.12 | 2.52 | 0.052 | 0.31 | 0.30 | 3.0 | 28 | 2.11 | 43 | 100 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | -| 16 Colors | gradient, photo | 3.00 | 3.30 | – | – | – | 47.2 | 2132 | – | 27 | – | – | – | – | 12.3 | 18.0 | 0.0 | 0.0 | -| Shades of Gray | curved shapes | 0.06 | 2.67 | 0.047 | 0.31 | 0.31 | 1.2 | 14 | 1.49 | 17 | 100 | 0.0 | 0.0 | 0 | 0.0 | – | 0.0 | 0.0 | -| Shades of Gray | polygons | 0.05 | 2.08 | 0.035 | 0.47 | 1.25 | 1.7 | 14 | 1.22 | 88 | 90 | 0.0 | 0.0 | 0 | 0.0 | – | 0.0 | 0.0 | -| Shades of Gray | thin lines | 0.55 | 6.55 | 0.083 | 0.86 | 45.40 | 10.3 | 73 | 3.67 | 50 | – | – | 8.0 | 4272 | 0.0 | – | 0.0 | 0.0 | -| Shades of Gray | flat colour art | 7.33 | 11.24 | 0.257 | 1.43 | 179.39 | 4.7 | 200 | 18.45 | 22 | 50 | 0.3 | 3.7 | 173367 | 0.0 | – | 0.0 | 0.0 | -| Shades of Gray | gradient, photo | 9.71 | 9.55 | – | – | – | 18.2 | 748 | – | 51 | – | – | – | – | 0.0 | – | 0.5 | 0.0 | -| Black and White Logo | curved shapes | 0.03 | 1.49 | 0.024 | 0.51 | 0.59 | 1.2 | 21 | 2.23 | 20 | 83 | 0.0 | – | – | – | – | 0.0 | 0.0 | -| Black and White Logo | polygons | 0.04 | 1.78 | 0.029 | 0.42 | 1.24 | 1.7 | 16 | 1.42 | 89 | 89 | 0.0 | – | – | – | – | 0.0 | 0.0 | -| Black and White Logo | thin lines | 0.63 | 6.33 | 0.117 | 0.50 | 77.21 | 10.3 | 53 | 2.63 | 89 | – | – | – | – | – | – | 2.7 | 0.0 | -| Black and White Logo | flat colour art | 19.90 | 17.76 | 0.157 | 0.30 | 179.51 | 1.0 | 18 | 1.12 | 23 | 0 | 0.0 | – | – | – | – | 0.0 | 0.0 | -| Black and White Logo | gradient, photo | 38.98 | 38.54 | – | – | – | 9.0 | 573 | – | 70 | – | – | – | – | – | – | 1.2 | 0.0 | -| Sketched Art | curved shapes | 0.14 | 5.67 | 0.109 | 0.46 | 0.46 | 1.2 | 12 | 1.38 | 16 | 100 | 0.0 | – | – | – | – | 0.0 | 0.0 | -| Sketched Art | polygons | 0.12 | 4.65 | 0.084 | 0.53 | 1.06 | 1.7 | 13 | 1.19 | 86 | 89 | 0.0 | – | – | – | – | 0.0 | 0.0 | -| Sketched Art | thin lines | 0.41 | 4.87 | 0.099 | 0.96 | 52.90 | 4.3 | 35 | 1.77 | 38 | – | – | – | – | – | – | 0.0 | 0.0 | -| Sketched Art | flat colour art | 20.25 | 19.55 | 0.146 | 1.15 | 179.63 | 1.5 | 26 | 1.53 | 16 | 0 | 0.3 | – | – | – | – | 0.0 | 0.0 | -| Sketched Art | gradient, photo | 45.43 | 45.21 | – | – | – | 1.0 | 240 | – | 44 | – | – | – | – | – | – | 0.0 | 0.0 | -| Silhouettes | curved shapes | 0.35 | 14.47 | 0.280 | 0.69 | 0.69 | 1.2 | 12 | 1.33 | 15 | 100 | 0.0 | – | – | – | – | 0.0 | 0.0 | -| Silhouettes | polygons | 0.34 | 13.60 | 0.255 | 0.65 | 0.69 | 1.7 | 14 | 1.22 | 77 | 85 | 0.0 | – | – | – | – | 0.0 | 0.0 | -| Silhouettes | thin lines | 1.10 | 15.03 | 0.296 | 1.37 | 17.91 | 5.0 | 37 | 1.83 | 44 | – | – | – | – | – | – | 0.0 | 0.0 | -| Silhouettes | flat colour art | 23.83 | 33.06 | 0.200 | 0.69 | 188.27 | 1.0 | 11 | 0.77 | 25 | 0 | 0.0 | – | – | – | – | 0.0 | 0.0 | -| Silhouettes | gradient, photo | 61.57 | 61.32 | – | – | – | 0.2 | 2 | – | 47 | – | – | – | – | – | – | 0.0 | 0.0 | -| Line Art | curved shapes | 0.04 | 1.85 | 0.032 | 0.54 | 0.62 | 1.2 | 16 | 1.76 | 19 | 83 | 0.0 | – | – | – | – | 0.0 | 0.0 | -| Line Art | polygons | 0.05 | 1.86 | 0.030 | 0.39 | 1.24 | 1.7 | 15 | 1.29 | 88 | 89 | 0.0 | – | – | – | – | 0.0 | 0.0 | -| Line Art | thin lines | 0.52 | 3.94 | 0.036 | 0.47 | 105.71 | 3.3 | 28 | 1.38 | 45 | – | – | – | – | – | – | 0.0 | 0.0 | -| Line Art | flat colour art | 19.90 | 17.83 | 0.162 | 0.42 | 179.43 | 1.0 | 18 | 1.30 | 21 | 0 | 0.0 | – | – | – | – | 0.0 | 0.0 | -| Line Art | gradient, photo | 38.98 | 38.54 | – | – | – | 7.7 | 471 | – | 57 | – | – | – | – | – | – | 0.2 | 0.0 | -| Technical Drawing | curved shapes | 0.03 | 1.49 | 0.024 | 0.51 | 0.59 | 1.2 | 21 | 2.23 | 20 | 83 | 0.0 | – | – | – | – | 0.0 | 0.0 | -| Technical Drawing | polygons | 0.04 | 1.79 | 0.029 | 0.42 | 1.24 | 1.7 | 16 | 1.41 | 90 | 90 | 0.0 | – | – | – | – | 0.0 | 0.0 | -| Technical Drawing | thin lines | 0.53 | 5.80 | 0.121 | 0.50 | 55.74 | 15.3 | 70 | 3.50 | 88 | – | – | – | – | – | – | 7.7 | 0.0 | -| Technical Drawing | flat colour art | 19.90 | 17.76 | 0.157 | 0.30 | 179.51 | 1.0 | 18 | 1.12 | 23 | 0 | 0.0 | – | – | – | – | 0.0 | 0.0 | -| Technical Drawing | gradient, photo | 38.94 | 38.51 | – | – | – | 20.0 | 627 | – | 71 | – | – | – | – | – | – | 11.3 | 0.0 | -| Outline | curved shapes | 23.38 | 44.70 | 0.498 | 0.90 | 0.52 | 1.2 | 16 | 1.76 | 19 | 83 | 0.0 | – | – | – | – | 0.0 | 0.0 | -| Outline | polygons | 17.94 | 44.20 | 0.494 | 0.83 | 0.74 | 1.7 | 15 | 1.29 | 88 | 89 | 0.0 | – | – | – | – | 0.0 | 0.0 | -| Outline | thin lines | 0.99 | 14.15 | 0.310 | 1.82 | 106.00 | 3.3 | 88 | 4.40 | 25 | – | – | – | – | – | – | 0.0 | 0.0 | -| Outline | flat colour art | 26.69 | 32.18 | 0.494 | 0.92 | 178.93 | 1.0 | 18 | 1.30 | 21 | 0 | 0.0 | – | – | – | – | 0.0 | 0.0 | -| Outline | gradient, photo | 39.57 | 39.32 | – | – | – | 7.5 | 421 | – | 56 | – | – | – | – | – | – | 0.0 | 0.8 | -| Flat Logo | curved shapes | 0.06 | 2.14 | 0.036 | 0.25 | 0.25 | 1.8 | 31 | 3.38 | 19 | 100 | 0.0 | 0.0 | 0 | 6.8 | – | 0.0 | 0.0 | -| Flat Logo | polygons | 0.09 | 3.44 | 0.060 | 0.35 | 1.03 | 2.0 | 35 | 3.17 | 67 | 94 | 0.0 | 0.0 | 0 | 6.8 | – | 0.0 | 0.0 | -| Flat Logo | thin lines | 1.17 | 11.78 | 0.050 | 0.49 | all | 3.0 | 189 | 9.45 | 28 | – | – | 0.0 | 0 | 5467.1 | – | 0.0 | 0.0 | -| Flat Logo | flat colour art | 0.07 | 1.53 | 0.065 | 0.31 | 0.27 | 3.0 | 36 | 3.51 | 47 | 100 | 0.0 | 0.0 | 0 | 6.8 | – | 0.0 | 0.0 | -| Flat Logo | gradient, photo | refused | | | | | | | | | | | | | | | | | +| preset | inputs | ΔE | edge ΔE | off mean | off max | missed max | paths | anchors | × art | lines % | upright % | corners % | kinks | odd colours | odd px | gap px | overlap px | specks | outside px | +|:--|:--|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:| +| Default | curved shapes | 0.09 | 3.47 | 0.061 | 0.64 | 0.78 | 1.8 | 15 | 1.62 | 13 | 10 | 83 | 0.0 | – | – | 0.0 | 0.0 | 0.0 | 0.0 | +| Default | polygons | 0.05 | 2.12 | 0.035 | 0.43 | 1.24 | 2.0 | 14 | 1.26 | 88 | 2 | 89 | 0.0 | – | – | 0.0 | 0.0 | 0.0 | 0.0 | +| Default | thin lines | 0.53 | 4.28 | 0.045 | 0.47 | 105.51 | 3.3 | 23 | 1.15 | 48 | 0 | – | – | – | – | 0.0 | 0.0 | 0.0 | 0.0 | +| Default | askew shapes | 0.17 | 3.58 | 0.050 | 0.50 | 36.07 | 3.7 | 29 | 1.19 | 86 | 0 | – | – | – | – | 0.0 | 0.0 | 0.0 | 0.0 | +| Default | flat colour art | 19.91 | 17.97 | 0.172 | 0.51 | 179.34 | 1.5 | 16 | 1.17 | 14 | 14 | 0 | 0.0 | – | – | 0.0 | 0.0 | 0.0 | 0.0 | +| Default | gradient, photo | 39.03 | 38.65 | – | – | – | 3.2 | 601 | – | 54 | 41 | – | – | – | – | 19.1 | 38.4 | 0.0 | 0.0 | +| Auto Color | curved shapes | 0.06 | 2.45 | 0.043 | 0.27 | 0.28 | 1.8 | 17 | 1.78 | 15 | 12 | 100 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | +| Auto Color | polygons | 0.05 | 2.09 | 0.035 | 0.51 | 1.34 | 2.0 | 15 | 1.33 | 88 | 2 | 89 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | +| Auto Color | thin lines | 0.69 | 5.23 | 0.057 | 0.48 | 105.59 | 5.0 | 33 | 1.63 | 57 | 2 | – | – | 4.0 | 3216 | 0.0 | 0.0 | 0.0 | 0.0 | +| Auto Color | askew shapes | 0.65 | 4.02 | 0.052 | 0.53 | 9.49 | 4.0 | 32 | 1.35 | 83 | 0 | – | – | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | +| Auto Color | flat colour art | 0.12 | 2.70 | 0.057 | 0.31 | 0.30 | 3.0 | 28 | 2.00 | 43 | 14 | 100 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | +| Auto Color | gradient, photo | 2.07 | 2.38 | – | – | – | 159.3 | 4430 | – | 19 | 8 | – | – | – | – | 22.7 | 32.4 | 0.0 | 0.0 | +| High Fidelity Photo | curved shapes | 0.04 | 1.66 | 0.026 | 0.18 | 0.20 | 1.2 | 19 | 2.12 | 20 | 16 | 100 | 0.0 | 0.0 | 0 | 0.0 | – | 0.0 | 0.0 | +| High Fidelity Photo | polygons | 0.05 | 1.88 | 0.031 | 0.51 | 1.34 | 1.7 | 16 | 1.43 | 88 | 3 | 89 | 0.0 | 0.0 | 0 | 0.0 | – | 0.0 | 0.0 | +| High Fidelity Photo | thin lines | 0.34 | 5.96 | 0.075 | 0.85 | 4.31 | 40.3 | 339 | 16.93 | 37 | 4 | – | – | 27.3 | 4490 | 0.0 | – | 19.0 | 0.0 | +| High Fidelity Photo | askew shapes | 0.17 | 4.07 | 0.102 | 0.94 | 1.73 | 8.7 | 182 | 7.58 | 57 | 3 | – | – | 4.3 | 3998 | 0.0 | – | 1.0 | 0.0 | +| High Fidelity Photo | flat colour art | 0.14 | 4.16 | 0.030 | 0.20 | 0.20 | 3.5 | 73 | 4.62 | 35 | 24 | 100 | 0.0 | 0.0 | 0 | 0.0 | – | 0.0 | 0.0 | +| High Fidelity Photo | gradient, photo | 1.80 | 2.04 | – | – | – | 134.7 | 11321 | – | 39 | 37 | – | – | – | – | 0.0 | – | 7.3 | 0.0 | +| Low Fidelity Photo | curved shapes | 0.06 | 2.65 | 0.047 | 0.31 | 0.31 | 1.2 | 13 | 1.47 | 17 | 14 | 100 | 0.0 | 0.0 | 0 | 0.0 | – | 0.0 | 0.0 | +| Low Fidelity Photo | polygons | 0.05 | 2.15 | 0.036 | 0.51 | 1.34 | 1.7 | 14 | 1.22 | 88 | 3 | 89 | 0.0 | 0.0 | 0 | 0.0 | – | 0.0 | 0.0 | +| Low Fidelity Photo | thin lines | 0.51 | 5.69 | 0.083 | 0.86 | 45.41 | 7.0 | 56 | 2.80 | 47 | 4 | – | – | 4.0 | 3966 | 0.0 | – | 0.0 | 0.0 | +| Low Fidelity Photo | askew shapes | 0.25 | 5.00 | 0.064 | 0.70 | 21.54 | 6.0 | 49 | 2.06 | 70 | 3 | – | – | 2.3 | 2635 | 0.0 | – | 0.0 | 0.0 | +| Low Fidelity Photo | flat colour art | 0.15 | 4.29 | 0.045 | 0.28 | 0.28 | 3.5 | 54 | 3.38 | 31 | 19 | 100 | 0.0 | 0.0 | 0 | 0.0 | – | 0.0 | 0.0 | +| Low Fidelity Photo | gradient, photo | 2.53 | 2.80 | – | – | – | 42.7 | 2282 | – | 41 | 37 | – | – | – | – | 0.0 | – | 0.0 | 0.0 | +| 3 Colors | curved shapes | 0.06 | 2.65 | 0.047 | 0.31 | 0.31 | 1.8 | 16 | 1.70 | 15 | 12 | 100 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | +| 3 Colors | polygons | 0.05 | 2.15 | 0.036 | 0.51 | 1.34 | 2.0 | 15 | 1.32 | 88 | 2 | 89 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | +| 3 Colors | thin lines | 0.45 | 4.38 | 0.113 | 0.90 | 45.41 | 5.0 | 44 | 2.18 | 50 | 6 | – | – | 2.0 | 290 | 0.0 | 0.0 | 0.0 | 0.0 | +| 3 Colors | askew shapes | 0.20 | 3.95 | 0.060 | 0.67 | 14.60 | 4.0 | 32 | 1.32 | 80 | 0 | – | – | 0.7 | 22 | 0.0 | 0.0 | 0.0 | 0.0 | +| 3 Colors | flat colour art | 1.31 | 3.61 | 0.125 | 0.90 | 60.25 | 2.5 | 25 | 1.86 | 45 | 21 | 100 | 0.0 | 1.0 | 9914 | 0.0 | 0.0 | 0.0 | 0.0 | +| 3 Colors | gradient, photo | 7.49 | 7.60 | – | – | – | 5.7 | 530 | – | 47 | 39 | – | – | – | – | 6.3 | 7.4 | 0.0 | 0.0 | +| 6 Colors | curved shapes | 0.06 | 2.45 | 0.043 | 0.27 | 0.28 | 1.8 | 17 | 1.78 | 15 | 12 | 100 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | +| 6 Colors | polygons | 0.05 | 2.08 | 0.035 | 0.51 | 1.34 | 2.0 | 15 | 1.33 | 88 | 2 | 89 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | +| 6 Colors | thin lines | 0.50 | 4.49 | 0.102 | 0.86 | 45.41 | 4.0 | 33 | 1.65 | 53 | 6 | – | – | 1.7 | 396 | 0.0 | 0.0 | 0.0 | 0.0 | +| 6 Colors | askew shapes | 0.19 | 3.81 | 0.058 | 0.70 | 36.07 | 4.0 | 33 | 1.39 | 73 | 3 | – | – | 0.3 | 11 | 0.0 | 0.0 | 0.0 | 0.0 | +| 6 Colors | flat colour art | 0.12 | 2.70 | 0.057 | 0.31 | 0.30 | 3.0 | 28 | 2.00 | 43 | 14 | 100 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | +| 6 Colors | gradient, photo | 5.00 | 5.28 | – | – | – | 13.0 | 832 | – | 36 | 28 | – | – | – | – | 6.1 | 8.2 | 0.0 | 0.0 | +| 16 Colors | curved shapes | 0.05 | 2.21 | 0.038 | 0.24 | 0.25 | 1.8 | 17 | 1.85 | 16 | 12 | 100 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | +| 16 Colors | polygons | 0.05 | 1.97 | 0.032 | 0.51 | 1.34 | 2.0 | 16 | 1.39 | 88 | 2 | 89 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | +| 16 Colors | thin lines | 0.41 | 3.77 | 0.110 | 0.86 | 23.65 | 8.7 | 50 | 2.52 | 52 | 6 | – | – | 5.7 | 305 | 0.0 | 0.0 | 0.0 | 0.0 | +| 16 Colors | askew shapes | 0.18 | 3.73 | 0.062 | 0.70 | 21.54 | 4.3 | 38 | 1.60 | 70 | 3 | – | – | 0.7 | 15 | 0.0 | 0.0 | 0.0 | 0.0 | +| 16 Colors | flat colour art | 0.12 | 2.52 | 0.052 | 0.31 | 0.30 | 3.0 | 28 | 2.11 | 43 | 14 | 100 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | +| 16 Colors | gradient, photo | 3.00 | 3.30 | – | – | – | 47.2 | 2132 | – | 27 | 16 | – | – | – | – | 12.3 | 18.0 | 0.0 | 0.0 | +| Shades of Gray | curved shapes | 0.06 | 2.67 | 0.047 | 0.31 | 0.31 | 1.2 | 14 | 1.49 | 17 | 15 | 100 | 0.0 | 0.0 | 0 | 0.0 | – | 0.0 | 0.0 | +| Shades of Gray | polygons | 0.05 | 2.08 | 0.035 | 0.47 | 1.25 | 1.7 | 14 | 1.22 | 88 | 3 | 90 | 0.0 | 0.0 | 0 | 0.0 | – | 0.0 | 0.0 | +| Shades of Gray | thin lines | 0.55 | 6.55 | 0.083 | 0.86 | 45.40 | 10.3 | 73 | 3.67 | 50 | 4 | – | – | 8.0 | 4272 | 0.0 | – | 0.0 | 0.0 | +| Shades of Gray | askew shapes | 0.25 | 5.03 | 0.057 | 0.73 | 21.56 | 6.0 | 46 | 1.93 | 78 | 0 | – | – | 2.3 | 2636 | 0.0 | – | 0.0 | 0.0 | +| Shades of Gray | flat colour art | 7.33 | 11.24 | 0.257 | 1.43 | 179.39 | 4.7 | 200 | 18.45 | 22 | 21 | 50 | 0.3 | 3.7 | 173367 | 0.0 | – | 0.0 | 0.0 | +| Shades of Gray | gradient, photo | 9.71 | 9.55 | – | – | – | 18.2 | 748 | – | 51 | 40 | – | – | – | – | 0.0 | – | 0.5 | 0.0 | +| Black and White Logo | curved shapes | 0.03 | 1.49 | 0.024 | 0.51 | 0.59 | 1.2 | 21 | 2.23 | 20 | 20 | 83 | 0.0 | – | – | – | – | 0.0 | 0.0 | +| Black and White Logo | polygons | 0.04 | 1.75 | 0.028 | 0.42 | 1.24 | 1.7 | 16 | 1.42 | 89 | 7 | 89 | 0.0 | – | – | – | – | 0.0 | 0.0 | +| Black and White Logo | thin lines | 0.63 | 6.34 | 0.118 | 0.50 | 77.21 | 10.3 | 53 | 2.63 | 89 | 7 | – | – | – | – | – | – | 2.3 | 0.0 | +| Black and White Logo | askew shapes | 0.79 | 18.38 | 0.489 | 4.23 | 9.63 | 4.0 | 47 | 1.97 | 92 | 91 | – | – | – | – | – | – | 0.0 | 0.0 | +| Black and White Logo | flat colour art | 19.90 | 17.76 | 0.157 | 0.30 | 179.51 | 1.0 | 18 | 1.12 | 23 | 23 | 0 | 0.0 | – | – | – | – | 0.0 | 0.0 | +| Black and White Logo | gradient, photo | 38.98 | 38.54 | – | – | – | 9.0 | 573 | – | 70 | 51 | – | – | – | – | – | – | 1.2 | 0.0 | +| Sketched Art | curved shapes | 0.14 | 5.67 | 0.109 | 0.46 | 0.46 | 1.2 | 12 | 1.38 | 16 | 11 | 100 | 0.0 | – | – | – | – | 0.0 | 0.0 | +| Sketched Art | polygons | 0.12 | 4.65 | 0.084 | 0.53 | 1.06 | 1.7 | 13 | 1.19 | 86 | 3 | 89 | 0.0 | – | – | – | – | 0.0 | 0.0 | +| Sketched Art | thin lines | 0.41 | 4.87 | 0.099 | 0.96 | 52.90 | 4.3 | 35 | 1.77 | 38 | 10 | – | – | – | – | – | – | 0.0 | 0.0 | +| Sketched Art | askew shapes | 0.30 | 5.59 | 0.078 | 0.46 | 35.95 | 3.3 | 29 | 1.21 | 81 | 0 | – | – | – | – | – | – | 0.0 | 0.0 | +| Sketched Art | flat colour art | 20.25 | 19.55 | 0.146 | 1.15 | 179.63 | 1.5 | 26 | 1.53 | 16 | 16 | 0 | 0.3 | – | – | – | – | 0.0 | 0.0 | +| Sketched Art | gradient, photo | 45.43 | 45.21 | – | – | – | 1.0 | 240 | – | 44 | 35 | – | – | – | – | – | – | 0.0 | 0.0 | +| Silhouettes | curved shapes | 0.35 | 14.47 | 0.280 | 0.69 | 0.69 | 1.2 | 12 | 1.33 | 15 | 10 | 100 | 0.0 | – | – | – | – | 0.0 | 0.0 | +| Silhouettes | polygons | 0.34 | 13.60 | 0.255 | 0.65 | 0.69 | 1.7 | 14 | 1.22 | 77 | 3 | 85 | 0.0 | – | – | – | – | 0.0 | 0.0 | +| Silhouettes | thin lines | 1.10 | 15.03 | 0.296 | 1.37 | 17.91 | 5.0 | 37 | 1.83 | 44 | 6 | – | – | – | – | – | – | 0.0 | 0.0 | +| Silhouettes | askew shapes | 0.58 | 14.76 | 0.292 | 0.56 | 0.56 | 4.0 | 27 | 1.11 | 86 | 0 | – | – | – | – | – | – | 0.0 | 0.0 | +| Silhouettes | flat colour art | 23.83 | 33.06 | 0.200 | 0.69 | 188.27 | 1.0 | 11 | 0.77 | 25 | 25 | 0 | 0.0 | – | – | – | – | 0.0 | 0.0 | +| Silhouettes | gradient, photo | 61.57 | 61.32 | – | – | – | 0.2 | 2 | – | 47 | 21 | – | – | – | – | – | – | 0.0 | 0.0 | +| Line Art | curved shapes | 0.04 | 1.85 | 0.032 | 0.54 | 0.62 | 1.2 | 16 | 1.76 | 19 | 15 | 83 | 0.0 | – | – | – | – | 0.0 | 0.0 | +| Line Art | polygons | 0.05 | 1.86 | 0.030 | 0.39 | 1.24 | 1.7 | 15 | 1.29 | 88 | 3 | 89 | 0.0 | – | – | – | – | 0.0 | 0.0 | +| Line Art | thin lines | 0.52 | 3.94 | 0.036 | 0.47 | 105.71 | 3.3 | 28 | 1.38 | 45 | 0 | – | – | – | – | – | – | 0.0 | 0.0 | +| Line Art | askew shapes | 0.14 | 3.35 | 0.048 | 0.54 | 9.60 | 4.0 | 34 | 1.40 | 84 | 0 | – | – | – | – | – | – | 0.0 | 0.0 | +| Line Art | flat colour art | 19.90 | 17.83 | 0.162 | 0.42 | 179.43 | 1.0 | 18 | 1.30 | 21 | 21 | 0 | 0.0 | – | – | – | – | 0.0 | 0.0 | +| Line Art | gradient, photo | 38.98 | 38.54 | – | – | – | 7.7 | 471 | – | 57 | 44 | – | – | – | – | – | – | 0.2 | 0.0 | +| Technical Drawing | curved shapes | 0.03 | 1.49 | 0.024 | 0.51 | 0.59 | 1.2 | 21 | 2.23 | 20 | 20 | 83 | 0.0 | – | – | – | – | 0.0 | 0.0 | +| Technical Drawing | polygons | 0.04 | 1.76 | 0.028 | 0.42 | 1.24 | 1.7 | 16 | 1.41 | 90 | 7 | 90 | 0.0 | – | – | – | – | 0.0 | 0.0 | +| Technical Drawing | thin lines | 0.53 | 5.81 | 0.121 | 0.50 | 55.69 | 15.3 | 70 | 3.50 | 88 | 7 | – | – | – | – | – | – | 7.3 | 0.0 | +| Technical Drawing | askew shapes | 0.87 | 20.26 | 0.587 | 4.23 | 4.27 | 4.3 | 35 | 1.47 | 95 | 95 | – | – | – | – | – | – | 0.0 | 0.0 | +| Technical Drawing | flat colour art | 19.90 | 17.76 | 0.157 | 0.30 | 179.51 | 1.0 | 18 | 1.12 | 23 | 23 | 0 | 0.0 | – | – | – | – | 0.0 | 0.0 | +| Technical Drawing | gradient, photo | 38.94 | 38.51 | – | – | – | 20.0 | 627 | – | 71 | 49 | – | – | – | – | – | – | 11.3 | 0.0 | +| Outline | curved shapes | 23.38 | 44.70 | 0.498 | 0.90 | 0.52 | 1.2 | 16 | 1.76 | 19 | 15 | 83 | 0.0 | – | – | – | – | 0.0 | 0.0 | +| Outline | polygons | 17.94 | 44.20 | 0.494 | 0.83 | 0.74 | 1.7 | 15 | 1.29 | 88 | 3 | 89 | 0.0 | – | – | – | – | 0.0 | 0.0 | +| Outline | thin lines | 0.99 | 14.15 | 0.310 | 1.82 | 106.00 | 3.3 | 88 | 4.40 | 25 | 7 | – | – | – | – | – | – | 0.0 | 0.0 | +| Outline | askew shapes | 23.75 | 38.13 | 0.467 | 1.62 | 9.82 | 4.0 | 32 | 1.35 | 83 | 7 | – | – | – | – | – | – | 0.0 | 0.0 | +| Outline | flat colour art | 26.69 | 32.18 | 0.494 | 0.92 | 178.93 | 1.0 | 18 | 1.30 | 21 | 21 | 0 | 0.0 | – | – | – | – | 0.0 | 0.0 | +| Outline | gradient, photo | 39.57 | 39.32 | – | – | – | 7.5 | 421 | – | 56 | 43 | – | – | – | – | – | – | 0.0 | 0.8 | +| Flat Logo | curved shapes | 0.06 | 2.14 | 0.036 | 0.25 | 0.25 | 1.8 | 31 | 3.38 | 19 | 6 | 100 | 0.0 | 0.0 | 0 | 6.8 | – | 0.0 | 0.0 | +| Flat Logo | polygons | 0.09 | 3.44 | 0.060 | 0.35 | 1.03 | 2.0 | 35 | 3.17 | 67 | 0 | 94 | 0.0 | 0.0 | 0 | 6.8 | – | 0.0 | 0.0 | +| Flat Logo | thin lines | 1.17 | 11.78 | 0.050 | 0.49 | all | 3.0 | 189 | 9.45 | 28 | 9 | – | – | 0.0 | 0 | 5467.1 | – | 0.0 | 0.0 | +| Flat Logo | askew shapes | 0.15 | 3.78 | 0.058 | 0.43 | 0.50 | 4.0 | 114 | 4.76 | 39 | 0 | – | – | 0.0 | 0 | 6.8 | – | 0.0 | 0.0 | +| Flat Logo | flat colour art | 0.07 | 1.53 | 0.065 | 0.31 | 0.27 | 3.0 | 36 | 3.51 | 47 | 11 | 100 | 0.0 | 0.0 | 0 | 6.8 | – | 0.0 | 0.0 | +| Flat Logo | gradient, photo | refused | | | | | | | | | | | | | | | | | | ## 3. Each preset on its inputs, by variant (256 px) -| preset | variant | ΔE | edge ΔE | off mean | off max | missed max | paths | anchors | × art | lines % | corners % | kinks | odd colours | odd px | gap px | overlap px | specks | outside px | -|:--|:--|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:| -| Default | clean | 0.07 | 2.89 | 0.050 | 0.64 | 1.24 | 1.9 | 15 | 1.46 | 45 | 88 | 0.0 | – | – | 0.0 | 0.0 | 0.0 | 0.0 | -| Default | aliased | 0.37 | 20.23 | 0.233 | 1.02 | 1.35 | 1.9 | 15 | 1.45 | 21 | 96 | 0.0 | – | – | 0.0 | 0.0 | 0.0 | 0.0 | -| Default | blurred | 0.81 | 16.57 | 0.078 | 0.98 | 2.22 | 1.9 | 24 | 2.34 | 5 | 19 | 1.3 | – | – | 0.0 | 0.0 | 0.0 | 0.0 | -| Default | noisy | 1.74 | 4.53 | 0.054 | 0.54 | 1.32 | 1.9 | 15 | 1.47 | 41 | 84 | 0.0 | – | – | 1.9 | 0.3 | 0.0 | 0.0 | -| Default | scanned | 15.06 | 20.17 | 0.114 | 0.79 | 2.14 | 1.9 | 26 | 2.53 | 2 | 25 | 1.3 | – | – | 1.6 | 4.2 | 0.0 | 0.0 | -| Auto Color | clean | 0.12 | 2.70 | 0.057 | 0.31 | 0.30 | 3.0 | 28 | 2.00 | 43 | 100 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | -| Auto Color | aliased | 0.29 | 10.43 | 0.298 | 1.00 | 1.00 | 3.0 | 27 | 2.05 | 43 | 100 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | -| Auto Color | blurred | 0.61 | 9.31 | 0.208 | 1.33 | 1.21 | 6.0 | 119 | 6.53 | 39 | 50 | 15.5 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | -| Auto Color | noisy | 0.85 | 2.61 | 0.076 | 0.52 | 0.58 | 3.0 | 34 | 2.34 | 28 | 88 | 0.0 | 0.0 | 0 | 0.3 | 0.5 | 0.0 | 0.0 | -| Auto Color | scanned | 1.73 | 4.42 | 0.230 | 1.20 | 0.94 | 7.0 | 108 | 6.02 | 28 | 62 | 20.5 | 0.0 | 0 | 9.6 | 7.5 | 0.0 | 0.0 | -| High Fidelity Photo | clean | 1.80 | 2.04 | – | – | – | 134.7 | 11321 | – | 39 | – | – | – | – | 0.0 | – | 7.3 | 0.0 | -| High Fidelity Photo | aliased | 1.77 | 2.00 | – | – | – | 73.0 | 8004 | – | 40 | – | – | – | – | 0.0 | – | 5.5 | 0.0 | -| High Fidelity Photo | blurred | 1.59 | 1.95 | – | – | – | 72.0 | 7388 | – | 40 | – | – | – | – | 0.0 | – | 0.5 | 0.0 | -| High Fidelity Photo | noisy | 2.02 | 2.18 | – | – | – | 155.5 | 10856 | – | 33 | – | – | – | – | 0.0 | – | 18.5 | 0.0 | -| High Fidelity Photo | scanned | 1.45 | 1.55 | – | – | – | 140.5 | 9795 | – | 36 | – | – | – | – | 0.0 | – | 25.5 | 0.0 | -| Low Fidelity Photo | clean | 2.53 | 2.80 | – | – | – | 42.7 | 2282 | – | 41 | – | – | – | – | 0.0 | – | 0.0 | 0.0 | -| Low Fidelity Photo | aliased | 2.53 | 2.78 | – | – | – | 36.5 | 1498 | – | 44 | – | – | – | – | 0.0 | – | 0.0 | 0.0 | -| Low Fidelity Photo | blurred | 2.35 | 2.75 | – | – | – | 29.0 | 2005 | – | 42 | – | – | – | – | 0.0 | – | 0.0 | 0.0 | -| Low Fidelity Photo | noisy | 2.70 | 2.85 | – | – | – | 32.0 | 1926 | – | 41 | – | – | – | – | 0.0 | – | 0.0 | 0.0 | -| Low Fidelity Photo | scanned | 1.95 | 2.04 | – | – | – | 34.5 | 2548 | – | 39 | – | – | – | – | 0.0 | – | 0.0 | 0.0 | -| 3 Colors | clean | 0.06 | 2.00 | 0.070 | 0.31 | 0.30 | 2.0 | 11 | 1.78 | 39 | 100 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | -| 3 Colors | aliased | 0.13 | 8.77 | 0.242 | 0.91 | 0.91 | 2.0 | 12 | 2.00 | 39 | 100 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | -| 3 Colors | blurred | 0.34 | 7.83 | 0.073 | 0.24 | 0.24 | 2.0 | 9 | 1.50 | 39 | 100 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | -| 3 Colors | noisy | 0.71 | 2.03 | 0.114 | 0.32 | 0.32 | 2.0 | 11 | 1.83 | 39 | 100 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | -| 3 Colors | scanned | 1.57 | 3.22 | 0.089 | 0.30 | 0.30 | 2.0 | 12 | 2.00 | 39 | 100 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | -| 6 Colors | clean | 0.12 | 2.70 | 0.057 | 0.31 | 0.30 | 3.0 | 28 | 2.00 | 43 | 100 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | -| 6 Colors | aliased | 0.29 | 10.43 | 0.298 | 1.00 | 1.00 | 3.0 | 27 | 2.05 | 43 | 100 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | -| 6 Colors | blurred | 0.62 | 9.33 | 0.204 | 1.34 | 1.19 | 6.0 | 98 | 5.46 | 39 | 50 | 16.0 | 0.0 | 0 | 0.6 | 0.0 | 0.0 | 0.0 | -| 6 Colors | noisy | 0.85 | 2.58 | 0.076 | 0.52 | 0.58 | 3.0 | 34 | 2.34 | 28 | 88 | 0.0 | 0.0 | 0 | 0.3 | 0.3 | 0.0 | 0.0 | -| 6 Colors | scanned | 1.74 | 4.42 | 0.228 | 1.20 | 0.94 | 7.0 | 108 | 6.10 | 28 | 62 | 20.5 | 0.0 | 0 | 0.8 | 1.6 | 0.0 | 0.0 | -| 16 Colors | clean | 0.12 | 2.52 | 0.052 | 0.31 | 0.30 | 3.0 | 28 | 2.11 | 43 | 100 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | -| 16 Colors | aliased | 0.29 | 10.38 | 0.290 | 1.00 | 1.00 | 3.0 | 31 | 2.25 | 43 | 100 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | -| 16 Colors | blurred | 0.63 | 9.38 | 0.215 | 1.31 | 1.19 | 7.0 | 132 | 7.21 | 42 | 50 | 21.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | -| 16 Colors | noisy | 0.85 | 2.56 | 0.075 | 0.52 | 0.58 | 3.0 | 35 | 2.45 | 27 | 88 | 0.0 | 0.0 | 0 | 0.2 | 0.2 | 0.0 | 0.0 | -| 16 Colors | scanned | 1.72 | 4.43 | 0.256 | 1.09 | 0.96 | 7.5 | 151 | 8.31 | 33 | 62 | 24.0 | 0.0 | 0 | 1.2 | 1.2 | 0.0 | 0.0 | -| Shades of Gray | clean | 9.71 | 9.55 | – | – | – | 18.2 | 748 | – | 51 | – | – | – | – | 0.0 | – | 0.5 | 0.0 | -| Shades of Gray | aliased | 9.71 | 9.52 | – | – | – | 11.0 | 642 | – | 57 | – | – | – | – | 0.0 | – | 0.5 | 0.0 | -| Shades of Gray | blurred | 9.66 | 9.32 | – | – | – | 11.5 | 577 | – | 55 | – | – | – | – | 0.0 | – | 0.5 | 0.0 | -| Shades of Gray | noisy | 9.74 | 9.45 | – | – | – | 19.5 | 643 | – | 45 | – | – | – | – | 0.0 | – | 0.0 | 0.0 | -| Shades of Gray | scanned | 6.58 | 6.46 | – | – | – | 19.0 | 762 | – | 47 | – | – | – | – | 0.0 | – | 1.0 | 0.0 | -| Black and White Logo | clean | 0.04 | 1.62 | 0.026 | 0.51 | 1.24 | 1.4 | 19 | 1.89 | 50 | 88 | 0.0 | – | – | – | – | 0.0 | 0.0 | -| Black and White Logo | aliased | 0.39 | 20.35 | 0.172 | 1.02 | 1.35 | 1.4 | 22 | 2.32 | 53 | 96 | 0.0 | – | – | – | – | 0.0 | 0.0 | -| Black and White Logo | blurred | 0.80 | 16.24 | 0.049 | 0.84 | 2.22 | 1.4 | 40 | 3.92 | 21 | 19 | 1.0 | – | – | – | – | 0.0 | 0.0 | -| Black and White Logo | noisy | 1.72 | 3.86 | 0.027 | 0.49 | 1.32 | 1.4 | 21 | 2.12 | 42 | 84 | 0.0 | – | – | – | – | 0.0 | 0.0 | -| Black and White Logo | scanned | 15.05 | 20.00 | 0.090 | 0.79 | 2.10 | 1.4 | 63 | 6.11 | 9 | 25 | 1.0 | – | – | – | – | 0.0 | 0.0 | -| Sketched Art | clean | 0.19 | 5.51 | 0.107 | 0.96 | 52.90 | 1.9 | 17 | 1.46 | 20 | 100 | 0.0 | – | – | – | – | 0.0 | 0.0 | -| Sketched Art | aliased | 0.47 | 19.58 | 0.213 | 1.00 | 105.54 | 1.6 | 11 | 1.10 | 26 | 100 | 0.0 | – | – | – | – | 0.0 | 0.0 | -| Sketched Art | blurred | 1.05 | 19.32 | 0.242 | 0.76 | 105.55 | 1.6 | 19 | 1.59 | 9 | 50 | 0.0 | – | – | – | – | 0.0 | 0.0 | -| Sketched Art | noisy | 1.76 | 6.13 | 0.116 | 0.90 | 1.06 | 2.0 | 18 | 1.48 | 12 | 100 | 0.0 | – | – | – | – | 0.0 | 0.0 | -| Sketched Art | scanned | 15.10 | 22.32 | 0.407 | 0.78 | 105.61 | 1.6 | 21 | 1.75 | 2 | 50 | 0.0 | – | – | – | – | 0.0 | 0.0 | -| Silhouettes | clean | 0.35 | 14.47 | 0.280 | 0.69 | 0.69 | 1.2 | 12 | 1.33 | 15 | 100 | 0.0 | – | – | – | – | 0.0 | 0.0 | -| Silhouettes | aliased | 0.39 | 21.69 | 0.289 | 1.00 | 1.00 | 1.2 | 9 | 0.99 | 12 | 100 | 0.0 | – | – | – | – | 0.0 | 0.0 | -| Silhouettes | blurred | 1.24 | 28.75 | 0.818 | 1.44 | 1.92 | 1.2 | 14 | 1.72 | 10 | 50 | 0.0 | – | – | – | – | 0.0 | 0.0 | -| Silhouettes | noisy | 2.11 | 11.05 | 0.284 | 0.68 | 0.69 | 1.2 | 11 | 1.28 | 9 | 100 | 0.0 | – | – | – | – | 0.0 | 0.0 | -| Silhouettes | scanned | 16.03 | 30.07 | 1.438 | 2.19 | 2.18 | 1.2 | 28 | 3.55 | 3 | 0 | 2.0 | – | – | – | – | 0.0 | 0.0 | -| Line Art | clean | 0.52 | 3.94 | 0.036 | 0.47 | 105.71 | 3.3 | 28 | 1.38 | 45 | – | – | – | – | – | – | 0.0 | 0.0 | -| Line Art | aliased | 0.67 | 14.44 | 0.112 | 0.73 | 55.44 | 14.0 | 59 | 2.95 | 87 | – | – | – | – | – | – | 0.0 | 0.0 | -| Line Art | blurred | 1.56 | 16.20 | 0.068 | 0.96 | 105.82 | 3.0 | 53 | 2.65 | 19 | – | – | – | – | – | – | 0.0 | 0.0 | -| Line Art | noisy | 1.02 | 3.98 | 0.030 | 0.50 | 56.08 | 8.0 | 56 | 2.80 | 42 | – | – | – | – | – | – | 1.0 | 0.0 | -| Line Art | scanned | 13.55 | 19.60 | 0.069 | 0.87 | 105.78 | 3.0 | 70 | 3.50 | 4 | – | – | – | – | – | – | 0.0 | 0.0 | -| Technical Drawing | clean | 0.17 | 2.79 | 0.052 | 0.50 | 55.74 | 5.1 | 30 | 1.93 | 89 | 90 | 0.0 | – | – | – | – | 1.9 | 0.0 | -| Technical Drawing | aliased | 0.43 | 18.51 | 0.204 | 1.02 | 55.44 | 6.8 | 33 | 2.06 | 95 | 94 | 0.0 | – | – | – | – | 0.0 | 0.0 | -| Technical Drawing | blurred | 1.03 | 16.48 | 0.076 | 0.96 | 105.82 | 2.0 | 58 | 4.73 | 26 | 25 | 2.7 | – | – | – | – | 0.0 | 0.0 | -| Technical Drawing | noisy | 1.41 | 4.24 | 0.053 | 0.50 | 31.79 | 7.8 | 41 | 2.51 | 85 | 86 | 0.0 | – | – | – | – | 2.8 | 0.0 | -| Technical Drawing | scanned | 14.44 | 19.98 | 0.100 | 0.87 | 105.79 | 2.0 | 98 | 7.51 | 23 | 34 | 2.7 | – | – | – | – | 0.0 | 0.0 | -| Outline | clean | 0.99 | 14.15 | 0.310 | 1.82 | 106.00 | 3.3 | 88 | 4.40 | 25 | – | – | – | – | – | – | 0.0 | 0.0 | -| Outline | aliased | 0.79 | 17.03 | 0.300 | 1.08 | 55.51 | 11.0 | 93 | 4.65 | 14 | – | – | – | – | – | – | 0.0 | 0.0 | -| Outline | blurred | 1.66 | 18.46 | 0.311 | 1.84 | 105.72 | 3.0 | 68 | 3.40 | 0 | – | – | – | – | – | – | 0.0 | 0.0 | -| Outline | noisy | 1.50 | 12.92 | 0.304 | 1.30 | 56.25 | 8.0 | 74 | 3.70 | 11 | – | – | – | – | – | – | 0.0 | 0.0 | -| Outline | scanned | 13.60 | 20.48 | 0.323 | 1.79 | 105.55 | 3.0 | 65 | 3.25 | 9 | – | – | – | – | – | – | 0.0 | 0.0 | -| Flat Logo | clean | 0.07 | 1.53 | 0.065 | 0.31 | 0.27 | 3.0 | 36 | 3.51 | 47 | 100 | 0.0 | 0.0 | 0 | 6.8 | – | 0.0 | 0.0 | -| Flat Logo | aliased | 0.13 | 5.87 | 0.218 | 0.65 | 0.65 | 3.0 | 31 | 1.96 | 44 | 50 | 0.0 | 0.0 | 0 | 5.8 | – | 0.0 | 0.0 | -| Flat Logo | blurred | 0.54 | 8.33 | 0.052 | 0.62 | 0.78 | 3.0 | 28 | 1.78 | 43 | 50 | 0.0 | 0.0 | 0 | 5.8 | – | 0.0 | 0.0 | -| Flat Logo | noisy | 0.81 | 1.77 | 0.076 | 0.39 | 0.32 | 3.5 | 44 | 2.63 | 31 | 100 | 1.0 | 0.0 | 0 | 6.9 | – | 0.5 | 0.0 | -| Flat Logo | scanned | 1.31 | 4.15 | 21.204 | 88.50 | 0.66 | 470.5 | 2251 | 255.53 | 11 | 62 | 1658.0 | 0.0 | 0 | 58.0 | – | 413.5 | 0.2 | +| preset | variant | ΔE | edge ΔE | off mean | off max | missed max | paths | anchors | × art | lines % | upright % | corners % | kinks | odd colours | odd px | gap px | overlap px | specks | outside px | +|:--|:--|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:| +| Default | clean | 0.07 | 2.89 | 0.050 | 0.64 | 1.24 | 1.9 | 15 | 1.46 | 45 | 7 | 88 | 0.0 | – | – | 0.0 | 0.0 | 0.0 | 0.0 | +| Default | aliased | 0.37 | 20.23 | 0.233 | 1.02 | 1.35 | 1.9 | 15 | 1.45 | 21 | 8 | 96 | 0.0 | – | – | 0.0 | 0.0 | 0.0 | 0.0 | +| Default | blurred | 0.81 | 16.57 | 0.078 | 0.98 | 2.22 | 1.9 | 24 | 2.34 | 5 | 5 | 19 | 1.3 | – | – | 0.0 | 0.0 | 0.0 | 0.0 | +| Default | noisy | 1.74 | 4.53 | 0.054 | 0.54 | 1.32 | 1.9 | 15 | 1.47 | 41 | 0 | 84 | 0.0 | – | – | 1.9 | 0.3 | 0.0 | 0.0 | +| Default | scanned | 15.06 | 20.17 | 0.114 | 0.79 | 2.14 | 1.9 | 26 | 2.53 | 2 | 0 | 25 | 1.3 | – | – | 1.6 | 4.2 | 0.0 | 0.0 | +| Auto Color | clean | 0.12 | 2.70 | 0.057 | 0.31 | 0.30 | 3.0 | 28 | 2.00 | 43 | 14 | 100 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | +| Auto Color | aliased | 0.29 | 10.43 | 0.298 | 1.00 | 1.00 | 3.0 | 27 | 2.05 | 43 | 43 | 100 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | +| Auto Color | blurred | 0.61 | 9.31 | 0.208 | 1.33 | 1.21 | 6.0 | 119 | 6.53 | 39 | 11 | 50 | 15.5 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | +| Auto Color | noisy | 0.85 | 2.61 | 0.076 | 0.52 | 0.58 | 3.0 | 34 | 2.34 | 28 | 0 | 88 | 0.0 | 0.0 | 0 | 0.3 | 0.5 | 0.0 | 0.0 | +| Auto Color | scanned | 1.73 | 4.42 | 0.230 | 1.20 | 0.94 | 7.0 | 108 | 6.02 | 28 | 0 | 62 | 20.5 | 0.0 | 0 | 9.6 | 7.5 | 0.0 | 0.0 | +| High Fidelity Photo | clean | 1.80 | 2.04 | – | – | – | 134.7 | 11321 | – | 39 | 37 | – | – | – | – | 0.0 | – | 7.3 | 0.0 | +| High Fidelity Photo | aliased | 1.77 | 2.00 | – | – | – | 73.0 | 8004 | – | 40 | 38 | – | – | – | – | 0.0 | – | 5.5 | 0.0 | +| High Fidelity Photo | blurred | 1.59 | 1.95 | – | – | – | 72.0 | 7388 | – | 40 | 39 | – | – | – | – | 0.0 | – | 0.5 | 0.0 | +| High Fidelity Photo | noisy | 2.02 | 2.18 | – | – | – | 155.5 | 10856 | – | 33 | 31 | – | – | – | – | 0.0 | – | 18.5 | 0.0 | +| High Fidelity Photo | scanned | 1.45 | 1.55 | – | – | – | 140.5 | 9795 | – | 36 | 34 | – | – | – | – | 0.0 | – | 25.5 | 0.0 | +| Low Fidelity Photo | clean | 2.53 | 2.80 | – | – | – | 42.7 | 2282 | – | 41 | 37 | – | – | – | – | 0.0 | – | 0.0 | 0.0 | +| Low Fidelity Photo | aliased | 2.53 | 2.78 | – | – | – | 36.5 | 1498 | – | 44 | 38 | – | – | – | – | 0.0 | – | 0.0 | 0.0 | +| Low Fidelity Photo | blurred | 2.35 | 2.75 | – | – | – | 29.0 | 2005 | – | 42 | 37 | – | – | – | – | 0.0 | – | 0.0 | 0.0 | +| Low Fidelity Photo | noisy | 2.70 | 2.85 | – | – | – | 32.0 | 1926 | – | 41 | 38 | – | – | – | – | 0.0 | – | 0.0 | 0.0 | +| Low Fidelity Photo | scanned | 1.95 | 2.04 | – | – | – | 34.5 | 2548 | – | 39 | 32 | – | – | – | – | 0.0 | – | 0.0 | 0.0 | +| 3 Colors | clean | 0.06 | 2.00 | 0.070 | 0.31 | 0.30 | 2.0 | 11 | 1.78 | 39 | 0 | 100 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | +| 3 Colors | aliased | 0.13 | 8.77 | 0.242 | 0.91 | 0.91 | 2.0 | 12 | 2.00 | 39 | 39 | 100 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | +| 3 Colors | blurred | 0.34 | 7.83 | 0.073 | 0.24 | 0.24 | 2.0 | 9 | 1.50 | 39 | 0 | 100 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | +| 3 Colors | noisy | 0.71 | 2.03 | 0.114 | 0.32 | 0.32 | 2.0 | 11 | 1.83 | 39 | 0 | 100 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | +| 3 Colors | scanned | 1.57 | 3.22 | 0.089 | 0.30 | 0.30 | 2.0 | 12 | 2.00 | 39 | 0 | 100 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | +| 6 Colors | clean | 0.12 | 2.70 | 0.057 | 0.31 | 0.30 | 3.0 | 28 | 2.00 | 43 | 14 | 100 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | +| 6 Colors | aliased | 0.29 | 10.43 | 0.298 | 1.00 | 1.00 | 3.0 | 27 | 2.05 | 43 | 43 | 100 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | +| 6 Colors | blurred | 0.62 | 9.33 | 0.204 | 1.34 | 1.19 | 6.0 | 98 | 5.46 | 39 | 11 | 50 | 16.0 | 0.0 | 0 | 0.6 | 0.0 | 0.0 | 0.0 | +| 6 Colors | noisy | 0.85 | 2.58 | 0.076 | 0.52 | 0.58 | 3.0 | 34 | 2.34 | 28 | 0 | 88 | 0.0 | 0.0 | 0 | 0.3 | 0.3 | 0.0 | 0.0 | +| 6 Colors | scanned | 1.74 | 4.42 | 0.228 | 1.20 | 0.94 | 7.0 | 108 | 6.10 | 28 | 0 | 62 | 20.5 | 0.0 | 0 | 0.8 | 1.6 | 0.0 | 0.0 | +| 16 Colors | clean | 0.12 | 2.52 | 0.052 | 0.31 | 0.30 | 3.0 | 28 | 2.11 | 43 | 14 | 100 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | +| 16 Colors | aliased | 0.29 | 10.38 | 0.290 | 1.00 | 1.00 | 3.0 | 31 | 2.25 | 43 | 43 | 100 | 0.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | +| 16 Colors | blurred | 0.63 | 9.38 | 0.215 | 1.31 | 1.19 | 7.0 | 132 | 7.21 | 42 | 13 | 50 | 21.0 | 0.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | +| 16 Colors | noisy | 0.85 | 2.56 | 0.075 | 0.52 | 0.58 | 3.0 | 35 | 2.45 | 27 | 0 | 88 | 0.0 | 0.0 | 0 | 0.2 | 0.2 | 0.0 | 0.0 | +| 16 Colors | scanned | 1.72 | 4.43 | 0.256 | 1.09 | 0.96 | 7.5 | 151 | 8.31 | 33 | 0 | 62 | 24.0 | 0.0 | 0 | 1.2 | 1.2 | 0.0 | 0.0 | +| Shades of Gray | clean | 9.71 | 9.55 | – | – | – | 18.2 | 748 | – | 51 | 40 | – | – | – | – | 0.0 | – | 0.5 | 0.0 | +| Shades of Gray | aliased | 9.71 | 9.52 | – | – | – | 11.0 | 642 | – | 57 | 40 | – | – | – | – | 0.0 | – | 0.5 | 0.0 | +| Shades of Gray | blurred | 9.66 | 9.32 | – | – | – | 11.5 | 577 | – | 55 | 41 | – | – | – | – | 0.0 | – | 0.5 | 0.0 | +| Shades of Gray | noisy | 9.74 | 9.45 | – | – | – | 19.5 | 643 | – | 45 | 37 | – | – | – | – | 0.0 | – | 0.0 | 0.0 | +| Shades of Gray | scanned | 6.58 | 6.46 | – | – | – | 19.0 | 762 | – | 47 | 37 | – | – | – | – | 0.0 | – | 1.0 | 0.0 | +| Black and White Logo | clean | 0.04 | 1.60 | 0.026 | 0.51 | 1.24 | 1.4 | 19 | 1.89 | 50 | 14 | 88 | 0.0 | – | – | – | – | 0.0 | 0.0 | +| Black and White Logo | aliased | 0.38 | 20.25 | 0.172 | 1.02 | 1.35 | 1.4 | 22 | 2.32 | 53 | 14 | 96 | 0.0 | – | – | – | – | 0.0 | 0.0 | +| Black and White Logo | blurred | 0.80 | 16.24 | 0.048 | 0.84 | 2.22 | 1.4 | 40 | 3.92 | 21 | 13 | 19 | 1.0 | – | – | – | – | 0.0 | 0.0 | +| Black and White Logo | noisy | 1.72 | 3.86 | 0.028 | 0.49 | 1.32 | 1.4 | 21 | 2.12 | 42 | 5 | 84 | 0.0 | – | – | – | – | 0.0 | 0.0 | +| Black and White Logo | scanned | 15.05 | 20.00 | 0.090 | 0.79 | 2.10 | 1.4 | 63 | 6.11 | 9 | 1 | 25 | 1.0 | – | – | – | – | 0.0 | 0.0 | +| Sketched Art | clean | 0.19 | 5.51 | 0.107 | 0.96 | 52.90 | 1.9 | 17 | 1.46 | 20 | 11 | 100 | 0.0 | – | – | – | – | 0.0 | 0.0 | +| Sketched Art | aliased | 0.47 | 19.58 | 0.213 | 1.00 | 105.54 | 1.6 | 11 | 1.10 | 26 | 9 | 100 | 0.0 | – | – | – | – | 0.0 | 0.0 | +| Sketched Art | blurred | 1.05 | 19.32 | 0.242 | 0.76 | 105.55 | 1.6 | 19 | 1.59 | 9 | 7 | 50 | 0.0 | – | – | – | – | 0.0 | 0.0 | +| Sketched Art | noisy | 1.76 | 6.13 | 0.116 | 0.90 | 1.06 | 2.0 | 18 | 1.48 | 12 | 0 | 100 | 0.0 | – | – | – | – | 0.0 | 0.0 | +| Sketched Art | scanned | 15.10 | 22.32 | 0.407 | 0.78 | 105.61 | 1.6 | 21 | 1.75 | 2 | 0 | 50 | 0.0 | – | – | – | – | 0.0 | 0.0 | +| Silhouettes | clean | 0.35 | 14.47 | 0.280 | 0.69 | 0.69 | 1.2 | 12 | 1.33 | 15 | 10 | 100 | 0.0 | – | – | – | – | 0.0 | 0.0 | +| Silhouettes | aliased | 0.39 | 21.69 | 0.289 | 1.00 | 1.00 | 1.2 | 9 | 0.99 | 12 | 9 | 100 | 0.0 | – | – | – | – | 0.0 | 0.0 | +| Silhouettes | blurred | 1.24 | 28.75 | 0.818 | 1.44 | 1.92 | 1.2 | 14 | 1.72 | 10 | 10 | 50 | 0.0 | – | – | – | – | 0.0 | 0.0 | +| Silhouettes | noisy | 2.11 | 11.05 | 0.284 | 0.68 | 0.69 | 1.2 | 11 | 1.28 | 9 | 0 | 100 | 0.0 | – | – | – | – | 0.0 | 0.0 | +| Silhouettes | scanned | 16.03 | 30.07 | 1.438 | 2.19 | 2.18 | 1.2 | 28 | 3.55 | 3 | 0 | 0 | 2.0 | – | – | – | – | 0.0 | 0.0 | +| Line Art | clean | 0.52 | 3.94 | 0.036 | 0.47 | 105.71 | 3.3 | 28 | 1.38 | 45 | 0 | – | – | – | – | – | – | 0.0 | 0.0 | +| Line Art | aliased | 0.67 | 14.44 | 0.112 | 0.73 | 55.44 | 14.0 | 59 | 2.95 | 87 | 1 | – | – | – | – | – | – | 0.0 | 0.0 | +| Line Art | blurred | 1.56 | 16.20 | 0.068 | 0.96 | 105.82 | 3.0 | 53 | 2.65 | 19 | 0 | – | – | – | – | – | – | 0.0 | 0.0 | +| Line Art | noisy | 1.02 | 3.98 | 0.030 | 0.50 | 56.08 | 8.0 | 56 | 2.80 | 42 | 0 | – | – | – | – | – | – | 1.0 | 0.0 | +| Line Art | scanned | 13.55 | 19.60 | 0.069 | 0.87 | 105.78 | 3.0 | 70 | 3.50 | 4 | 0 | – | – | – | – | – | – | 0.0 | 0.0 | +| Technical Drawing | clean | 0.31 | 6.27 | 0.159 | 4.23 | 55.69 | 4.9 | 31 | 1.84 | 90 | 25 | 90 | 0.0 | – | – | – | – | 1.5 | 0.0 | +| Technical Drawing | aliased | 0.56 | 20.39 | 0.275 | 2.42 | 55.44 | 6.2 | 31 | 1.85 | 96 | 28 | 94 | 0.0 | – | – | – | – | 0.0 | 0.0 | +| Technical Drawing | blurred | 1.07 | 16.65 | 0.083 | 1.11 | 105.82 | 2.4 | 64 | 4.53 | 24 | 6 | 25 | 2.7 | – | – | – | – | 0.0 | 0.0 | +| Technical Drawing | noisy | 1.67 | 6.57 | 0.149 | 2.14 | 31.79 | 7.0 | 38 | 2.21 | 88 | 26 | 86 | 0.0 | – | – | – | – | 2.2 | 0.0 | +| Technical Drawing | scanned | 14.70 | 20.26 | 0.110 | 1.13 | 105.79 | 2.4 | 105 | 7.09 | 21 | 4 | 34 | 2.7 | – | – | – | – | 0.0 | 0.0 | +| Outline | clean | 0.99 | 14.15 | 0.310 | 1.82 | 106.00 | 3.3 | 88 | 4.40 | 25 | 7 | – | – | – | – | – | – | 0.0 | 0.0 | +| Outline | aliased | 0.79 | 17.03 | 0.300 | 1.08 | 55.51 | 11.0 | 93 | 4.65 | 14 | 10 | – | – | – | – | – | – | 0.0 | 0.0 | +| Outline | blurred | 1.66 | 18.46 | 0.311 | 1.84 | 105.72 | 3.0 | 68 | 3.40 | 0 | 0 | – | – | – | – | – | – | 0.0 | 0.0 | +| Outline | noisy | 1.50 | 12.92 | 0.304 | 1.30 | 56.25 | 8.0 | 74 | 3.70 | 11 | 4 | – | – | – | – | – | – | 0.0 | 0.0 | +| Outline | scanned | 13.60 | 20.48 | 0.323 | 1.79 | 105.55 | 3.0 | 65 | 3.25 | 9 | 1 | – | – | – | – | – | – | 0.0 | 0.0 | +| Flat Logo | clean | 0.07 | 1.53 | 0.065 | 0.31 | 0.27 | 3.0 | 36 | 3.51 | 47 | 11 | 100 | 0.0 | 0.0 | 0 | 6.8 | – | 0.0 | 0.0 | +| Flat Logo | aliased | 0.13 | 5.87 | 0.218 | 0.65 | 0.65 | 3.0 | 31 | 1.96 | 44 | 19 | 50 | 0.0 | 0.0 | 0 | 5.8 | – | 0.0 | 0.0 | +| Flat Logo | blurred | 0.54 | 8.33 | 0.052 | 0.62 | 0.78 | 3.0 | 28 | 1.78 | 43 | 16 | 50 | 0.0 | 0.0 | 0 | 5.8 | – | 0.0 | 0.0 | +| Flat Logo | noisy | 0.81 | 1.77 | 0.076 | 0.39 | 0.32 | 3.5 | 44 | 2.63 | 31 | 0 | 100 | 1.0 | 0.0 | 0 | 6.9 | – | 0.5 | 0.0 | +| Flat Logo | scanned | 1.31 | 4.15 | 21.204 | 88.50 | 0.66 | 470.5 | 2251 | 255.53 | 11 | 0 | 62 | 1658.0 | 0.0 | 0 | 58.0 | – | 413.5 | 0.2 | ## 4. Yardstick @@ -282,23 +299,28 @@ Inkscape 1.4.2's Trace Bitmap, run as a black box through its `object-trace` act removed, its other settings as they come) on the same one-colour drawings, and its SVG output measured by the same code. Compare with the black-and-white presets on the same kinds of input in section 2 and 3. -| inputs | variant | ΔE | edge ΔE | off mean | off max | missed max | paths | anchors | × art | lines % | corners % | kinks | odd colours | odd px | gap px | overlap px | specks | outside px | -|:--|:--|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:| -| curved shapes | clean | 0.25 | 11.05 | 0.198 | 0.97 | 0.97 | 1.0 | 15 | 1.98 | 11 | 83 | 1.8 | – | – | – | – | 0.0 | 0.0 | -| curved shapes | aliased | 0.38 | 20.79 | 0.192 | 0.88 | 0.88 | 1.0 | 16 | 1.88 | 14 | 50 | 1.8 | – | – | – | – | 0.0 | 0.0 | -| curved shapes | blurred | 0.79 | 16.57 | 0.182 | 0.86 | 1.14 | 1.0 | 15 | 1.84 | 6 | 0 | 1.8 | – | – | – | – | 0.0 | 0.0 | -| curved shapes | noisy | 2.01 | 8.14 | 0.191 | 0.93 | 0.93 | 1.0 | 17 | 2.06 | 10 | 75 | 2.8 | – | – | – | – | 0.0 | 0.0 | -| curved shapes | scanned | 15.31 | 20.22 | 0.191 | 0.97 | 1.14 | 1.0 | 16 | 1.98 | 7 | 0 | 2.0 | – | – | – | – | 0.0 | 0.0 | -| polygons | clean | 0.16 | 6.45 | 0.124 | 1.26 | 2.36 | 1.0 | 21 | 1.93 | 27 | 34 | 0.0 | – | – | – | – | 0.0 | 0.0 | -| polygons | aliased | 0.35 | 18.33 | 0.150 | 1.22 | 2.35 | 1.0 | 20 | 1.81 | 20 | 28 | 0.0 | – | – | – | – | 0.0 | 0.0 | -| polygons | blurred | 0.90 | 17.54 | 0.190 | 1.20 | 2.56 | 1.0 | 19 | 1.75 | 0 | 0 | 0.0 | – | – | – | – | 0.0 | 0.0 | -| polygons | noisy | 1.62 | 6.05 | 0.119 | 1.22 | 2.32 | 1.0 | 22 | 2.01 | 29 | 19 | 0.0 | – | – | – | – | 0.0 | 0.0 | -| polygons | scanned | 14.75 | 20.30 | 0.170 | 1.49 | 2.55 | 1.0 | 21 | 1.90 | 4 | 3 | 0.0 | – | – | – | – | 0.0 | 0.0 | -| thin lines | clean | 0.44 | 6.05 | 0.109 | 0.98 | 76.81 | 1.0 | 34 | 1.72 | 2 | – | – | – | – | – | – | 0.0 | 0.0 | -| thin lines | aliased | 0.74 | 16.37 | 0.099 | 1.17 | 55.97 | 1.0 | 22 | 1.10 | 6 | – | – | – | – | – | – | 0.0 | 0.0 | -| thin lines | blurred | 1.72 | 18.80 | 0.254 | 0.81 | 106.00 | 1.0 | 18 | 0.90 | 0 | – | – | – | – | – | – | 0.0 | 0.0 | -| thin lines | noisy | 1.02 | 6.25 | 0.112 | 1.00 | 37.89 | 1.0 | 25 | 1.25 | 0 | – | – | – | – | – | – | 0.0 | 0.0 | -| thin lines | scanned | 28.94 | 46.83 | 12.147 | 43.11 | 20.79 | 1.0 | 2763 | 138.15 | 2 | – | – | – | – | – | – | 0.0 | 0.1 | +| inputs | variant | ΔE | edge ΔE | off mean | off max | missed max | paths | anchors | × art | lines % | upright % | corners % | kinks | odd colours | odd px | gap px | overlap px | specks | outside px | +|:--|:--|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:|--:| +| curved shapes | clean | 0.25 | 11.05 | 0.198 | 0.97 | 0.97 | 1.0 | 15 | 1.98 | 11 | 7 | 83 | 1.8 | – | – | – | – | 0.0 | 0.0 | +| curved shapes | aliased | 0.38 | 20.79 | 0.192 | 0.88 | 0.88 | 1.0 | 16 | 1.88 | 14 | 8 | 50 | 1.8 | – | – | – | – | 0.0 | 0.0 | +| curved shapes | blurred | 0.79 | 16.57 | 0.182 | 0.86 | 1.14 | 1.0 | 15 | 1.84 | 6 | 5 | 0 | 1.8 | – | – | – | – | 0.0 | 0.0 | +| curved shapes | noisy | 2.01 | 8.14 | 0.191 | 0.93 | 0.93 | 1.0 | 17 | 2.06 | 10 | 0 | 75 | 2.8 | – | – | – | – | 0.0 | 0.0 | +| curved shapes | scanned | 15.31 | 20.22 | 0.191 | 0.97 | 1.14 | 1.0 | 16 | 1.98 | 7 | 2 | 0 | 2.0 | – | – | – | – | 0.0 | 0.0 | +| polygons | clean | 0.16 | 6.45 | 0.124 | 1.26 | 2.36 | 1.0 | 21 | 1.93 | 27 | 4 | 34 | 0.0 | – | – | – | – | 0.0 | 0.0 | +| polygons | aliased | 0.35 | 18.33 | 0.150 | 1.22 | 2.35 | 1.0 | 20 | 1.81 | 20 | 3 | 28 | 0.0 | – | – | – | – | 0.0 | 0.0 | +| polygons | blurred | 0.90 | 17.54 | 0.190 | 1.20 | 2.56 | 1.0 | 19 | 1.75 | 0 | 0 | 0 | 0.0 | – | – | – | – | 0.0 | 0.0 | +| polygons | noisy | 1.62 | 6.05 | 0.119 | 1.22 | 2.32 | 1.0 | 22 | 2.01 | 29 | 4 | 19 | 0.0 | – | – | – | – | 0.0 | 0.0 | +| polygons | scanned | 14.75 | 20.30 | 0.170 | 1.49 | 2.55 | 1.0 | 21 | 1.90 | 4 | 0 | 3 | 0.0 | – | – | – | – | 0.0 | 0.0 | +| thin lines | clean | 0.44 | 6.05 | 0.109 | 0.98 | 76.81 | 1.0 | 34 | 1.72 | 2 | 0 | – | – | – | – | – | – | 0.0 | 0.0 | +| thin lines | aliased | 0.74 | 16.37 | 0.099 | 1.17 | 55.97 | 1.0 | 22 | 1.10 | 6 | 0 | – | – | – | – | – | – | 0.0 | 0.0 | +| thin lines | blurred | 1.72 | 18.80 | 0.254 | 0.81 | 106.00 | 1.0 | 18 | 0.90 | 0 | 0 | – | – | – | – | – | – | 0.0 | 0.0 | +| thin lines | noisy | 1.02 | 6.25 | 0.112 | 1.00 | 37.89 | 1.0 | 25 | 1.25 | 0 | 0 | – | – | – | – | – | – | 0.0 | 0.0 | +| thin lines | scanned | 28.94 | 46.83 | 12.147 | 43.11 | 20.79 | 1.0 | 2763 | 138.15 | 2 | 0 | – | – | – | – | – | – | 0.0 | 0.1 | +| askew shapes | clean | 0.31 | 7.76 | 0.142 | 1.08 | 3.38 | 1.0 | 45 | 1.89 | 32 | 15 | – | – | – | – | – | – | 0.0 | 0.0 | +| askew shapes | aliased | 0.45 | 14.06 | 0.149 | 1.14 | 1.35 | 1.0 | 47 | 1.96 | 30 | 4 | – | – | – | – | – | – | 0.0 | 0.0 | +| askew shapes | blurred | 1.19 | 17.05 | 0.195 | 1.20 | 3.65 | 1.0 | 44 | 1.83 | 29 | 11 | – | – | – | – | – | – | 0.0 | 0.0 | +| askew shapes | noisy | 2.03 | 6.74 | 0.116 | 0.85 | 1.04 | 1.0 | 62 | 2.58 | 37 | 7 | – | – | – | – | – | – | 0.0 | 0.0 | +| askew shapes | scanned | 15.69 | 20.78 | 0.217 | 1.47 | 3.65 | 1.0 | 44 | 1.83 | 26 | 8 | – | – | – | – | – | – | 0.0 | 0.0 | ## 5. Cost @@ -308,20 +330,20 @@ One trace at a time on this machine (all cores); memory is the peak allocated ab |:--|:--|--:|:--| | Default | photo-like | 1 | 0.04 s, 29 paths, 6701 anchors, 12 MB | | Default | four-colour badge | 1 | 0.02 s, 3 paths, 64 anchors, 12 MB | -| Auto Color | photo-like | 1 | 0.15 s, 732 paths, 45410 anchors, 19 MB | +| Auto Color | photo-like | 1 | 0.16 s, 732 paths, 45410 anchors, 21 MB | | Auto Color | four-colour badge | 1 | 0.05 s, 5 paths, 84 anchors, 12 MB | -| High Fidelity Photo | photo-like | 1 | 0.22 s, 968 paths, 114383 anchors, 170 MB | -| High Fidelity Photo | four-colour badge | 1 | 0.05 s, 6 paths, 172 anchors, 23 MB | -| Low Fidelity Photo | photo-like | 1 | 0.11 s, 129 paths, 22929 anchors, 105 MB | -| Low Fidelity Photo | four-colour badge | 1 | 0.05 s, 6 paths, 136 anchors, 23 MB | -| 3 Colors | photo-like | 1 | 0.07 s, 9 paths, 3367 anchors, 18 MB | +| High Fidelity Photo | photo-like | 1 | 0.23 s, 968 paths, 114383 anchors, 168 MB | +| High Fidelity Photo | four-colour badge | 1 | 0.06 s, 6 paths, 172 anchors, 23 MB | +| Low Fidelity Photo | photo-like | 1 | 0.12 s, 129 paths, 22929 anchors, 105 MB | +| Low Fidelity Photo | four-colour badge | 1 | 0.07 s, 6 paths, 136 anchors, 22 MB | +| 3 Colors | photo-like | 1 | 0.09 s, 9 paths, 3367 anchors, 18 MB | | 3 Colors | four-colour badge | 1 | 0.05 s, 4 paths, 88 anchors, 13 MB | -| 6 Colors | photo-like | 1 | 0.08 s, 78 paths, 9008 anchors, 24 MB | +| 6 Colors | photo-like | 1 | 0.10 s, 78 paths, 9008 anchors, 23 MB | | 6 Colors | four-colour badge | 1 | 0.05 s, 5 paths, 84 anchors, 12 MB | -| 16 Colors | photo-like | 1 | 0.11 s, 178 paths, 20466 anchors, 31 MB | +| 16 Colors | photo-like | 1 | 0.11 s, 178 paths, 20466 anchors, 32 MB | | 16 Colors | four-colour badge | 1 | 0.05 s, 5 paths, 88 anchors, 12 MB | -| Shades of Gray | photo-like | 1 | 0.08 s, 81 paths, 6698 anchors, 42 MB | -| Shades of Gray | four-colour badge | 1 | 0.06 s, 10 paths, 733 anchors, 35 MB | +| Shades of Gray | photo-like | 1 | 0.09 s, 81 paths, 6698 anchors, 46 MB | +| Shades of Gray | four-colour badge | 1 | 0.06 s, 10 paths, 733 anchors, 34 MB | | Black and White Logo | photo-like | 1 | 0.04 s, 71 paths, 5047 anchors, 8 MB | | Black and White Logo | four-colour badge | 1 | 0.02 s, 1 paths, 47 anchors, 6 MB | | Sketched Art | photo-like | 1 | 0.04 s, 5 paths, 2880 anchors, 8 MB | @@ -334,73 +356,74 @@ One trace at a time on this machine (all cores); memory is the peak allocated ab | Technical Drawing | four-colour badge | 1 | 0.02 s, 1 paths, 47 anchors, 6 MB | | Outline | photo-like | 1 | 0.05 s, 45 paths, 3875 anchors, 16 MB | | Outline | four-colour badge | 1 | 0.03 s, 1 paths, 38 anchors, 11 MB | -| Flat Logo | photo-like | 1 | refused after 0.09 s (not flat art), 40 MB | +| Flat Logo | photo-like | 1 | refused after 0.10 s (not flat art), 40 MB | | Flat Logo | four-colour badge | 1 | 0.65 s, 5 paths, 78 anchors, 146 MB | -| Default | photo-like | 4 | 0.18 s, 48 paths, 15720 anchors, 49 MB | +| Default | photo-like | 4 | 0.23 s, 48 paths, 15720 anchors, 49 MB | | Default | four-colour badge | 4 | 0.09 s, 3 paths, 72 anchors, 48 MB | -| Auto Color | photo-like | 4 | 0.44 s, 1469 paths, 148161 anchors, 89 MB | -| Auto Color | four-colour badge | 4 | 0.18 s, 5 paths, 92 anchors, 46 MB | -| High Fidelity Photo | photo-like | 4 | 0.70 s, 4475 paths, 341272 anchors, 634 MB | -| High Fidelity Photo | four-colour badge | 4 | 0.21 s, 6 paths, 200 anchors, 97 MB | -| Low Fidelity Photo | photo-like | 4 | 0.36 s, 304 paths, 61093 anchors, 401 MB | -| Low Fidelity Photo | four-colour badge | 4 | 0.23 s, 6 paths, 152 anchors, 97 MB | -| 3 Colors | photo-like | 4 | 0.26 s, 20 paths, 8453 anchors, 73 MB | -| 3 Colors | four-colour badge | 4 | 0.18 s, 4 paths, 122 anchors, 51 MB | -| 6 Colors | photo-like | 4 | 0.26 s, 115 paths, 23128 anchors, 100 MB | -| 6 Colors | four-colour badge | 4 | 0.18 s, 5 paths, 92 anchors, 46 MB | -| 16 Colors | photo-like | 4 | 0.28 s, 353 paths, 52749 anchors, 124 MB | -| 16 Colors | four-colour badge | 4 | 0.18 s, 5 paths, 96 anchors, 46 MB | -| Shades of Gray | photo-like | 4 | 0.29 s, 138 paths, 18794 anchors, 157 MB | -| Shades of Gray | four-colour badge | 4 | 0.26 s, 10 paths, 1265 anchors, 134 MB | -| Black and White Logo | photo-like | 4 | 0.18 s, 208 paths, 13717 anchors, 32 MB | -| Black and White Logo | four-colour badge | 4 | 0.08 s, 1 paths, 57 anchors, 24 MB | -| Sketched Art | photo-like | 4 | 0.18 s, 9 paths, 5358 anchors, 32 MB | -| Sketched Art | four-colour badge | 4 | 0.08 s, 2 paths, 196 anchors, 24 MB | -| Silhouettes | photo-like | 4 | 0.18 s, 2 paths, 1457 anchors, 36 MB | -| Silhouettes | four-colour badge | 4 | 0.08 s, 1 paths, 28 anchors, 24 MB | -| Line Art | photo-like | 4 | 0.19 s, 127 paths, 11461 anchors, 32 MB | -| Line Art | four-colour badge | 4 | 0.08 s, 1 paths, 42 anchors, 24 MB | -| Technical Drawing | photo-like | 4 | 0.18 s, 931 paths, 21061 anchors, 32 MB | -| Technical Drawing | four-colour badge | 4 | 0.08 s, 1 paths, 57 anchors, 24 MB | -| Outline | photo-like | 4 | 0.23 s, 113 paths, 10455 anchors, 64 MB | -| Outline | four-colour badge | 4 | 0.12 s, 1 paths, 42 anchors, 44 MB | +| Auto Color | photo-like | 4 | 0.44 s, 1469 paths, 148161 anchors, 111 MB | +| Auto Color | four-colour badge | 4 | 0.19 s, 5 paths, 92 anchors, 47 MB | +| High Fidelity Photo | photo-like | 4 | 0.82 s, 4475 paths, 341272 anchors, 620 MB | +| High Fidelity Photo | four-colour badge | 4 | 0.28 s, 6 paths, 200 anchors, 96 MB | +| Low Fidelity Photo | photo-like | 4 | 0.55 s, 304 paths, 61093 anchors, 402 MB | +| Low Fidelity Photo | four-colour badge | 4 | 0.29 s, 6 paths, 152 anchors, 97 MB | +| 3 Colors | photo-like | 4 | 0.40 s, 20 paths, 8453 anchors, 72 MB | +| 3 Colors | four-colour badge | 4 | 0.23 s, 4 paths, 122 anchors, 53 MB | +| 6 Colors | photo-like | 4 | 0.35 s, 115 paths, 23128 anchors, 100 MB | +| 6 Colors | four-colour badge | 4 | 0.21 s, 5 paths, 92 anchors, 47 MB | +| 16 Colors | photo-like | 4 | 0.37 s, 353 paths, 52749 anchors, 132 MB | +| 16 Colors | four-colour badge | 4 | 0.19 s, 5 paths, 96 anchors, 46 MB | +| Shades of Gray | photo-like | 4 | 0.29 s, 138 paths, 18794 anchors, 160 MB | +| Shades of Gray | four-colour badge | 4 | 0.32 s, 10 paths, 1265 anchors, 137 MB | +| Black and White Logo | photo-like | 4 | 0.25 s, 208 paths, 13717 anchors, 32 MB | +| Black and White Logo | four-colour badge | 4 | 0.09 s, 1 paths, 57 anchors, 24 MB | +| Sketched Art | photo-like | 4 | 0.24 s, 9 paths, 5358 anchors, 32 MB | +| Sketched Art | four-colour badge | 4 | 0.09 s, 2 paths, 196 anchors, 24 MB | +| Silhouettes | photo-like | 4 | 0.24 s, 2 paths, 1457 anchors, 36 MB | +| Silhouettes | four-colour badge | 4 | 0.13 s, 1 paths, 28 anchors, 24 MB | +| Line Art | photo-like | 4 | 0.35 s, 127 paths, 11461 anchors, 32 MB | +| Line Art | four-colour badge | 4 | 0.14 s, 1 paths, 42 anchors, 24 MB | +| Technical Drawing | photo-like | 4 | 0.35 s, 931 paths, 21061 anchors, 32 MB | +| Technical Drawing | four-colour badge | 4 | 0.12 s, 1 paths, 57 anchors, 24 MB | +| Outline | photo-like | 4 | 0.40 s, 113 paths, 10455 anchors, 64 MB | +| Outline | four-colour badge | 4 | 0.16 s, 1 paths, 42 anchors, 44 MB | | Flat Logo | photo-like | 4 | refused after 0.10 s (not flat art), 40 MB | -| Flat Logo | four-colour badge | 4 | 0.65 s, 5 paths, 69 anchors, 146 MB | -| Default | photo-like | 16 | 0.90 s, 127 paths, 34766 anchors, 199 MB | -| Default | four-colour badge | 16 | 0.48 s, 3 paths, 88 anchors, 184 MB | -| Auto Color | photo-like | 16 | 1.58 s, 5391 paths, 449395 anchors, 279 MB | -| Auto Color | four-colour badge | 16 | 0.83 s, 5 paths, 126 anchors, 184 MB | -| High Fidelity Photo | photo-like | 16 | 3.72 s, 31125 paths, 1175671 anchors, 880 MB | -| High Fidelity Photo | four-colour badge | 16 | 1.05 s, 6 paths, 274 anchors, 257 MB | -| Low Fidelity Photo | photo-like | 16 | 1.75 s, 2036 paths, 181832 anchors, 754 MB | -| Low Fidelity Photo | four-colour badge | 16 | 1.04 s, 6 paths, 187 anchors, 257 MB | -| 3 Colors | photo-like | 16 | 1.11 s, 76 paths, 22878 anchors, 290 MB | -| 3 Colors | four-colour badge | 16 | 0.81 s, 4 paths, 190 anchors, 205 MB | -| 6 Colors | photo-like | 16 | 1.12 s, 470 paths, 60539 anchors, 298 MB | -| 6 Colors | four-colour badge | 16 | 0.79 s, 5 paths, 126 anchors, 184 MB | -| 16 Colors | photo-like | 16 | 1.10 s, 1973 paths, 145173 anchors, 303 MB | -| 16 Colors | four-colour badge | 16 | 0.81 s, 5 paths, 128 anchors, 184 MB | -| Shades of Gray | photo-like | 16 | 1.56 s, 686 paths, 53872 anchors, 407 MB | -| Shades of Gray | four-colour badge | 16 | 1.30 s, 9 paths, 2216 anchors, 270 MB | -| Black and White Logo | photo-like | 16 | 1.10 s, 1128 paths, 45117 anchors, 129 MB | -| Black and White Logo | four-colour badge | 16 | 0.36 s, 1 paths, 69 anchors, 88 MB | -| Sketched Art | photo-like | 16 | 0.94 s, 15 paths, 11568 anchors, 128 MB | -| Sketched Art | four-colour badge | 16 | 0.37 s, 2 paths, 361 anchors, 88 MB | -| Silhouettes | photo-like | 16 | 1.31 s, 3 paths, 3358 anchors, 144 MB | -| Silhouettes | four-colour badge | 16 | 0.41 s, 1 paths, 32 anchors, 95 MB | -| Line Art | photo-like | 16 | 1.01 s, 713 paths, 36212 anchors, 129 MB | -| Line Art | four-colour badge | 16 | 0.35 s, 1 paths, 49 anchors, 88 MB | -| Technical Drawing | photo-like | 16 | 1.14 s, 4578 paths, 79049 anchors, 130 MB | -| Technical Drawing | four-colour badge | 16 | 0.36 s, 1 paths, 69 anchors, 88 MB | -| Outline | photo-like | 16 | 1.28 s, 632 paths, 31715 anchors, 256 MB | -| Outline | four-colour badge | 16 | 0.55 s, 1 paths, 49 anchors, 176 MB | -| Flat Logo | photo-like | 16 | refused after 0.12 s (not flat art), 40 MB | -| Flat Logo | four-colour badge | 16 | 0.66 s, 5 paths, 67 anchors, 146 MB | +| Flat Logo | four-colour badge | 4 | 0.67 s, 5 paths, 69 anchors, 146 MB | +| Default | photo-like | 16 | 1.10 s, 127 paths, 34766 anchors, 199 MB | +| Default | four-colour badge | 16 | 0.50 s, 3 paths, 88 anchors, 184 MB | +| Auto Color | photo-like | 16 | 1.63 s, 5391 paths, 449395 anchors, 283 MB | +| Auto Color | four-colour badge | 16 | 0.82 s, 5 paths, 126 anchors, 184 MB | +| High Fidelity Photo | photo-like | 16 | 3.92 s, 31125 paths, 1175671 anchors, 880 MB | +| High Fidelity Photo | four-colour badge | 16 | 1.07 s, 6 paths, 274 anchors, 257 MB | +| Low Fidelity Photo | photo-like | 16 | 1.80 s, 2036 paths, 181832 anchors, 754 MB | +| Low Fidelity Photo | four-colour badge | 16 | 1.07 s, 6 paths, 187 anchors, 257 MB | +| 3 Colors | photo-like | 16 | 1.21 s, 76 paths, 22878 anchors, 290 MB | +| 3 Colors | four-colour badge | 16 | 0.84 s, 4 paths, 190 anchors, 205 MB | +| 6 Colors | photo-like | 16 | 1.16 s, 470 paths, 60539 anchors, 298 MB | +| 6 Colors | four-colour badge | 16 | 0.85 s, 5 paths, 126 anchors, 184 MB | +| 16 Colors | photo-like | 16 | 1.20 s, 1973 paths, 145173 anchors, 303 MB | +| 16 Colors | four-colour badge | 16 | 0.91 s, 5 paths, 128 anchors, 184 MB | +| Shades of Gray | photo-like | 16 | 1.69 s, 686 paths, 53872 anchors, 407 MB | +| Shades of Gray | four-colour badge | 16 | 1.41 s, 9 paths, 2216 anchors, 270 MB | +| Black and White Logo | photo-like | 16 | 1.17 s, 1128 paths, 45117 anchors, 129 MB | +| Black and White Logo | four-colour badge | 16 | 0.44 s, 1 paths, 69 anchors, 88 MB | +| Sketched Art | photo-like | 16 | 1.19 s, 15 paths, 11568 anchors, 128 MB | +| Sketched Art | four-colour badge | 16 | 0.41 s, 2 paths, 361 anchors, 88 MB | +| Silhouettes | photo-like | 16 | 1.41 s, 3 paths, 3358 anchors, 144 MB | +| Silhouettes | four-colour badge | 16 | 0.45 s, 1 paths, 32 anchors, 95 MB | +| Line Art | photo-like | 16 | 1.16 s, 713 paths, 36212 anchors, 129 MB | +| Line Art | four-colour badge | 16 | 0.39 s, 1 paths, 49 anchors, 88 MB | +| Technical Drawing | photo-like | 16 | 1.26 s, 4578 paths, 79049 anchors, 130 MB | +| Technical Drawing | four-colour badge | 16 | 0.37 s, 1 paths, 69 anchors, 88 MB | +| Outline | photo-like | 16 | 1.29 s, 632 paths, 31715 anchors, 256 MB | +| Outline | four-colour badge | 16 | 0.60 s, 1 paths, 49 anchors, 176 MB | +| Flat Logo | photo-like | 16 | refused after 0.14 s (not flat art), 40 MB | +| Flat Logo | four-colour badge | 16 | 0.87 s, 5 paths, 67 anchors, 146 MB | ## Revision history | date | change | |:--|:--| +| 2026-10-13 | Snap Curves To Lines levels lines within 2.5 degrees of level or upright; askew inputs and an "upright %" column, so the baseline was measured again with them (the tracer of main at `baf9693f`) | | 2026-10-13 | Ignore Color; the Auto Color and Outline presets, measured from here on (Outline is the first measure of Create: Strokes) | | 2026-10-13 | Thin lines: black and white read against the image's darkest black and the paper near each edge | | 2026-10-13 | Memory: layers traced within the box of their pixels and a few at a time (16 megapixel photo: 3.9 GB to 0.9 GB) |