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Papers Benchmarks Datasets Tasks

Image Generation research benchmarks – Page 30 · SOTA2 Research

Image Generation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

AFHQ v2 1.0 (train test)

(g1^DCT, g2^DCT)

2.01FID

3

Feb 26, 2026

6.68FID

3

Feb 26, 2026

3.48Realism

3

Feb 26, 2026

5.09gFID

3

Feb 26, 2026

3.003BPD

3

Feb 26, 2026

Brain MRI dataset T1w

10.84FID

3

Feb 26, 2026

ImageNet 256 PixelFlow script eval (test)

20.41FID

3

Feb 26, 2026

2.11FID

3

Feb 26, 2026

29.14Overall Score

3

Feb 26, 2026

ImageNet-10 scratch (test)

14.99FID

3

Feb 26, 2026

CIFAR-10 5% MT (test)

4.37FID

3

Feb 26, 2026

CIFAR-10 3% MT (test)

3.43FID

3

Feb 26, 2026

OpenEarthMap 1.0 (test)

12.09FID

3

Feb 26, 2026

LoveDA 1.0 (test)

13.87FID

3

Feb 26, 2026

iSAID 1.0 (test)

8.66FID

3

Feb 26, 2026

80.8Precision

3

Feb 26, 2026

73.4Precision

3

Feb 26, 2026

LSUN Churches 128x128 (test)

3.78FID

3

Feb 26, 2026

19.86FID

3

Feb 26, 2026

ImageNet-100 256x256 (val)

Self-labeled guidance

16.1FID

3

Feb 26, 2026

ImageNet 32x32 (val)

Self-labeled guidance

7.3FID

3

Feb 26, 2026

Steering Angle fake images 128 x 128

1.689Intra-FID

3

Feb 26, 2026

UTKFace fake images 192 x 192

0.499Intra-FID

3

Feb 26, 2026

UTKFace fake images 128 x 128

0.367Intra-FID

3

Feb 26, 2026

RC-49 fake images 256 x 256

0.495Intra-FID

3

Feb 26, 2026

Page 30 of 36

Popular datasets

ImageNet CIFAR FFHQ LSUN CelebA

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