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Papers Benchmarks Datasets Tasks

Image Generation research benchmarks – Page 10 · SOTA2 Research

Image Generation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

ImageNet 128x128 (train test)

0.24TFLOPs

13

May 19, 2026

ImageNet 256x256

9.87FID (CFG=1.0)

13

Mar 4, 2026

CIFAR-10 2009 (test)

1.79FID

13

Feb 26, 2026

CELEBA latent dimension 64 (test)

48.71FID

13

Feb 26, 2026

CIFAR 10 latent dimension 32 (test)

93.53FID

13

Feb 26, 2026

SVHN latent dimension 16 (test)

46.99FID

13

Feb 26, 2026

MNIST latent dimension 16 (test)

8.53FID

13

Feb 26, 2026

MNIST standard (test)

1.6FID

13

Feb 26, 2026

Spider StyleGAN2

15.6FID

13

Mar 25, 2026

Tiny-ImageNet (val)

ReACGAN + DiffAug

14.25FID

13

Feb 26, 2026

0.81FID

13

Feb 26, 2026

CIFAR-10 (32 x 32) Conditional (test)

2.25FID

13

Feb 26, 2026

72.32FID

12

Jun 12, 2026

1.76FID

12

Jun 30, 2026

1.4FID

12

May 8, 2026

2.54FID

12

May 8, 2026

ImageNet 256 x 256

2.496FID

12

Apr 7, 2026

17.5FID (50k samples)

12

May 14, 2026

67.5SSIM (Class 0)

12

Mar 10, 2026

17.3FID

12

Feb 26, 2026

46.1FID

12

Feb 26, 2026

Real-World Image Generator

12.05FID

12

Feb 26, 2026

Sub-IN 256x256 (test val)

27.45FID

12

Feb 26, 2026

Sub-IN 512x512 (test)

21.3FID

12

Feb 26, 2026

UniGen Bench (test)

84.13Action

12

Feb 26, 2026

Page 10 of 36

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