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Papers Benchmarks Datasets Tasks

Image Generation research benchmarks – Page 6 · SOTA2 Research

Image Generation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

FFHQ 512x512 latent (test)

First-order forward-value sampler

6.46FID

25

Feb 26, 2026

NCSN++ deep VE-SDE

2.2FID

25

Feb 26, 2026

6.09Inception Score

25

Feb 26, 2026

ImageNet 128x128 (test val)

Guided Diffusion w/ BIGRoC_GT

2.53FID

25

Feb 26, 2026

0.98LeNet-FID

24

Jul 3, 2026

Smithsonian Butterflies (test)

0.004KID

24

Feb 26, 2026

AFHQ 64x64 v2 EDM (test)

23.85FID

24

Feb 26, 2026

MS-COCO 10k (test)

21.32FID

24

Mar 4, 2026

ImageNet 2009 (val)

1.45FID

24

Feb 26, 2026

Qwen-Image-Agent

92Culture Score

23

Jun 26, 2026

BAGEL-Uni-Edit (Ours)

75Score

23

Jun 30, 2026

LSUN Churches 256x256

1.59FID

23

Mar 4, 2026

FFHQ 1024x1024 (train)

2.84FID

23

Feb 26, 2026

4.11FID

23

May 13, 2026

CIFAR-10 50K 32x32 (test)

1.87FID

22

May 29, 2026

88Alignment

22

Mar 17, 2026

0.041FDD

22

Mar 5, 2026

0.101FDD

22

Mar 5, 2026

14.9FID

22

Mar 5, 2026

MS-COCO 30K (val)

13.42FID

22

Feb 26, 2026

0.38FDD

22

Mar 5, 2026

LSUN Bedrooms 256x256

2.77FID

21

Jun 9, 2026

sDCI Densely Captioned Images (test)

SVDQuant + TCEC

22FID

21

Apr 2, 2026

MJHQ 30K (test)

15.7FID

21

Apr 2, 2026

ImageNet 256x256 50k (test)

1.42FID (ImageNet 50k)

21

Feb 26, 2026

Page 6 of 36

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ImageNet CIFAR FFHQ LSUN CelebA

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