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ResearchFormerly WizWand

Sketch-to-Photo Synthesis

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

SketchyCOCO open-domain

139.2FID

4

Feb 26, 2026

SketchyCOCO (in-domain)

128.4FID

4

Feb 26, 2026

SketchyCOCO (full)

114.8FID

4

Feb 26, 2026

Scribble open-domain

252.8FID

4

Feb 26, 2026

Scribble (in-domain)

204.6FID

4

Feb 26, 2026

Scribble (full)

209.5FID

4

Feb 26, 2026

QMUL-Sketch open-domain

conditional CycleGAN

107.5FID

4

Feb 26, 2026

QMUL-Sketch (in-domain)

76.9FID

4

Feb 26, 2026

QMUL-Sketch (full)

conditional CycleGAN

91.6FID

4

Feb 26, 2026