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Papers Benchmarks Datasets Tasks

Sketch-to-Image Generation research benchmarks · SOTA2 Research

Sketch-to-Image Generation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Sketchy In the Wild

1.16FID

17

Feb 26, 2026

FS-COCO 2022 (test)

SketchingReality

121.973FID

15

Feb 26, 2026

0.69MOS

5

Mar 30, 2026

0.74MOS

5

Mar 11, 2026

SketchingReality

70Photorealism (Ours)

4

Feb 26, 2026

User Study Sketch-to-Image (test)

—

—Primary metric

0

Feb 26, 2026

Popular datasets

User Study Sketchy COCO CelebA

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