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Papers Benchmarks Datasets Tasks

Image Generation research benchmarks – Page 13 · SOTA2 Research

Image Generation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

MetFaces (train)

24.77FID

10

Feb 26, 2026

0FID

10

Jun 2, 2026

AFHQ 64 v2 2020 (test)

1.276FID

10

Feb 26, 2026

CIFAR100 long-tailed (train)

5.81FID

10

Jun 29, 2026

LSUN Church 256x256

2.95FID

10

Apr 30, 2026

2.79FID

10

Feb 26, 2026

LSUN Church 256x256 50k (test)

1.59FID

10

Feb 26, 2026

86.75DPG Score

9

Jun 30, 2026

ImageNet 256x256

0.06KD (All)

9

Jun 26, 2026

56Overall Score

9

Jun 12, 2026

Novel factor combinations (test)

27.94CLIP Score

9

May 13, 2026

Oxford Flowers-102 (test)

10.92FID

9

May 11, 2026

DiverseHumans TestPrompts (test)

81.7Average Score

9

Apr 2, 2026

CIFAR10 pixel-space

2.6FID

9

Mar 19, 2026

CorrFlowNet (ODE)

0.202LPIPS

9

Mar 18, 2026

Brodatz texture dataset (test)

Kuramoto Orientation Diffusion (Locally Coupled)

14.19FID

9

Mar 11, 2026

SOCOFing fingerprint dataset

Kuramoto Orientation Diffusion (Locally Coupled)

18.75FID

9

Mar 11, 2026

ground terrain dataset

Kuramoto Orientation Diffusion (Locally Coupled)

30.62FID

9

Mar 11, 2026

78.6FID

9

Mar 9, 2026

COCO prompts 2017

1.38Average Latency (s)

9

Feb 26, 2026

ImageNet-1K standard (test val)

13.56FID

9

Feb 26, 2026

MJHQ class-conditional 1024x1024

2,085Throughput (Training)

9

Feb 26, 2026

FFHQ unconditional 1024x1024

2,085Throughput (Training)

9

Feb 26, 2026

Teacher (StyleGAN2)

4.5FID

9

Feb 26, 2026

AFHQ Dog v2 (test)

6.73FID

9

Feb 26, 2026

Page 13 of 36

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