Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

Image Generation research benchmarks – Page 27 · SOTA2 Research

Image Generation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

MSCOCO (1000 prompts)

47.91FID

4

Feb 26, 2026

COCO 20K (train val)

Ground-truth boxes guidance

9.6FID

4

Feb 26, 2026

COCO-Stuff (val)

Ground-truth masks

11.2FID

4

Feb 26, 2026

COCO-Stuff (train)

Ground-truth masks

8.1FID

4

Feb 26, 2026

16.22FID

4

Feb 26, 2026

FFHQ 1024 x 1024 (test)

Diffusion StyleGAN2

2.83FID

4

Feb 26, 2026

STL-10 64 x 64 (test)

Diffusion StyleGAN2

11.43FID

4

Feb 26, 2026

CIFAR-10 long-tailed (val)

9.38FID

4

Feb 26, 2026

MNIST 3/5 (test)

WGAN-GP + S2M sampling

99.52Accuracy

4

Feb 26, 2026

FFHQ unconditional 64x64

2.43Min FID

4

Feb 26, 2026

9.35Inception Score

4

Feb 26, 2026

ImageNet (test)

PIC (G+E1+E2+E3)

34.952Inception Score

4

Feb 26, 2026

0.22Neg LogProb

4

Feb 26, 2026

CelebA-HQ 128x128

39.17FID

4

Feb 26, 2026

LSUN ρ=1000 128x128 (test)

31.86FID

4

Feb 26, 2026

LSUN ρ=100 128x128 (test)

16.56FID

4

Feb 26, 2026

20.59FID

4

Feb 26, 2026

23.11FID

4

Feb 26, 2026

LSUN Church 10k (train)

Vision-aided Adversarial training

0.98SwAV-FID

4

Feb 26, 2026

LSUN Church 2k (train)

Vision-aided Adversarial training

1.49SwAV-FID

4

Feb 26, 2026

LSUN Church 1k (train)

Vision-aided Adversarial training

2.5SwAV-FID

4

Feb 26, 2026

0.068Object Area Score

4

Feb 26, 2026

MetFaces 500 (train)

28.408FID

4

Feb 26, 2026

MetFaces 1336 (train)

18.865FID

4

Feb 26, 2026

FFHQ 7k (train)

7.333FID

4

Feb 26, 2026

Page 27 of 36

Popular datasets

ImageNet CIFAR FFHQ LSUN CelebA

Follow for updates

Join SOTA2 Contact