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Papers Benchmarks Datasets Tasks

Image Generation research benchmarks – Page 14 · SOTA2 Research

Image Generation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

3.35FID

9

Feb 26, 2026

ImageNet-1K LAION2B (test)

NAO-centroid + SeedSelect

98.5Acc (Many-shot)

9

Feb 26, 2026

CcGAN (SVDL+ILI)

0.086Intra-FID

9

Feb 26, 2026

Fashion-MNIST standard (test)

2.5FID

9

Feb 26, 2026

9.85FID

9

Feb 26, 2026

6.08FID

9

Feb 26, 2026

13.1FID

9

May 18, 2026

8.62FID

9

May 18, 2026

FFHQ 2K (train)

11.92FID

9

Feb 26, 2026

CARLA 128 x 128 (test)

6.7FID

9

Feb 26, 2026

Nature Photograph

39.05FID

9

Feb 26, 2026

Fashion-MNIST (test)

10.3FID

9

Feb 26, 2026

Stanford Cars (test)

16.03Fréchet Inception Distance

9

Feb 26, 2026

CUB Birds 200-2011 (test)

11.25FID

9

Feb 26, 2026

7.03FID (10 steps)

9

Feb 26, 2026

ImageNet 256x256 1k (test val)

1.93FID

9

Jun 2, 2026

MNIST K=64 (test)

4.98Reconstruction Error (MSE)

8

Jul 3, 2026

CFRG + CBDM & ADA

5.14FID

8

Jun 29, 2026

85.4FID

8

Jun 25, 2026

WikiArt Claude Monet 1.0 (test)

30.5CMMD

8

Jun 2, 2026

Naruto BLIP Captions 1.0 (test)

9.6CMMD

8

Jun 2, 2026

15.1FID

8

Jun 2, 2026

43.98FID

8

Jun 2, 2026

24.93FID

8

May 27, 2026

25.7FID

8

May 27, 2026

Page 14 of 36

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