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Papers Benchmarks Datasets Tasks

Image Generation research benchmarks – Page 26 · SOTA2 Research

Image Generation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Visual Genome (VG)

21.62FID

4

Feb 26, 2026

3.63FID

4

Feb 26, 2026

12.03FID

4

Feb 26, 2026

1.19FID

4

Feb 26, 2026

2.11FID

4

Feb 26, 2026

1.69FID

4

Feb 26, 2026

IGen 100 prompts

35.1Accuracy (%)

4

Feb 26, 2026

0.872DINO Score

4

Feb 26, 2026

ArtPainting low-shot 1000 imgs (train)

FastGAN-D_big+CHAIN

38.83FID

4

Feb 26, 2026

Pokemon low-shot 833 imgs (train)

FastGAN-D_big+CHAIN

31.94FID

4

Feb 26, 2026

MessidorSet1 low-shot 400 imgs (train)

FastGAN-D_big+CHAIN

28.76FID

4

Feb 26, 2026

BreCaHAD low-shot 162 imgs (train)

57.87FID

4

Feb 26, 2026

AnimeFace low-shot 120 imgs (train)

FastGAN-D_big+CHAIN

46.27FID

4

Feb 26, 2026

Skulls low-shot 97 imgs (train)

FastGAN-D_big+CHAIN

82.47FID

4

Feb 26, 2026

Shells low-shot 64 imgs (train)

FastGAN-D_big+CHAIN

78.62FID

4

Feb 26, 2026

FFHQ 64x64 unconditional (test)

3.29FID

4

Feb 26, 2026

CIFAR-10 32x32 unconditional (test)

2.38FID

4

Feb 26, 2026

CIFAR-10 32x32 conditional

7.19FID

4

Feb 26, 2026

57.18FID

4

Feb 26, 2026

50.29FID

4

Feb 26, 2026

37.69FID

4

Feb 26, 2026

9.72FID

4

Feb 26, 2026

FFHQ-256 (test)

0.042Min L2 Distance

4

Feb 26, 2026

52.05FID

4

Feb 26, 2026

EMU-768 Visual Appeal Human Evaluation

34.7Win Rate

4

Feb 26, 2026

Page 26 of 36

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