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Papers Benchmarks Datasets Tasks

Layout-to-Image Synthesis research benchmarks · SOTA2 Research

Layout-to-Image Synthesis

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Visual Genome (VG) (test)

LayoutDiffusion

15.63FID

35

Feb 26, 2026

COCO-Stuff (test)

14.4FID

25

Feb 26, 2026

COCO-Stuff 22 (test)

34.5Inception Score

15

Feb 26, 2026

0LPIPS

7

Feb 26, 2026

25FID

7

Feb 26, 2026

14.4FID

7

Feb 26, 2026

26.68CLIP (local)

5

Feb 26, 2026

COCO-Stuff 256x256 (test)

22.6FID

4

Feb 26, 2026

Popular datasets

COCO Stuff ADE20K COCO MS-COCO Visual Genome

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