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Papers Benchmarks Datasets Tasks

Image Synthesis research benchmarks – Page 6 · SOTA2 Research

Image Synthesis

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Para-Lane Lane Inter. (test)

22.86PSNR

3

Mar 17, 2026

3D LA LGE MRI (test)

4.063FID

3

Feb 26, 2026

ImageNet 512x512 (train)

2.96FID

3

Feb 26, 2026

FFHQ 512 (test)

3.71FID

3

Feb 26, 2026

User Preference Study (1,050 samples)

87.9Image Quality

3

Feb 26, 2026

16.7FID

3

Feb 26, 2026

Cityscapes 256x256 (train)

3.41FID

3

Feb 26, 2026

CLEVR 256x256 (train)

0.89FID

3

Feb 26, 2026

LSUN Cats 256x256

5.57FID

3

Feb 26, 2026

LSUN Horses 256x256

2.57FID

3

Feb 26, 2026

FFHQ few-sample 1000 images

24.45FID

3

Feb 26, 2026

Art Paintings few-sample 1000 images

45.08FID

3

Feb 26, 2026

CELEBA-HQ 128x128 (test)

23.77FID

3

Feb 26, 2026

196.5Feature Distance (H-Optimus-0)

2

Mar 20, 2026

FastGAN w. Top-K

60.9FID

2

Feb 26, 2026

FastGAN w. Top-K

40.2FID

2

Feb 26, 2026

FastGAN w. Top-K

38.2FID

2

Feb 26, 2026

FastGAN w. Top-K

38.7FID

2

Feb 26, 2026

LSUN-LT p = 100 (test)

StyleGAN2-ADA + gSR

27.85FID

2

Feb 26, 2026

CIFAR10-LT p = 100 (test)

StyleGAN2-ADA + gSR

22.76FID

2

Feb 26, 2026

31.13FID

2

Feb 26, 2026

VoxCeleb2 (test)

16.51FID

2

Feb 26, 2026

12.889FID

2

Feb 26, 2026

13.089FID

2

Feb 26, 2026

4.876FID

2

Feb 26, 2026

Page 6 of 7

Popular datasets

LSUN AFHQ FFHQ SynthRAD ImageNet

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