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Papers Benchmarks Datasets Tasks

Image Generation research benchmarks – Page 11 · SOTA2 Research

Image Generation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

CIFAR-10 (synthetic)

8.99FID

12

Feb 26, 2026

ImageNet 10% data

BigGAN + ADA + CHAIN

22.04IS

12

Feb 26, 2026

ImageNet (5% data)

BigGAN + ADA + CHAIN

19.15IS

12

Feb 26, 2026

FFHQ unconditional

2.61FID

12

Feb 26, 2026

2.19FID

12

Feb 26, 2026

LSUN long-tailed (test)

20.18FID

12

Feb 26, 2026

CIFAR-10 long-tailed (test)

12.03FID

12

Feb 26, 2026

Tiny-ImageNet (train)

2.35Inception Score

12

Feb 26, 2026

7.76FID

12

Feb 26, 2026

41FID

12

Feb 26, 2026

FFHQ 10k samples (train)

4.9FID

12

Feb 26, 2026

CAT 32x32 (train)

9.5FID

12

Feb 26, 2026

3.61FID

12

Feb 26, 2026

COCO-Stuff (test)

30.7Inception Score

12

Feb 26, 2026

STACKEDMNIST (test)

Dist-GAN + MS (Ours)

976Modes

12

Feb 26, 2026

2D Synthetic Data (test)

25Registered Modes

12

Feb 26, 2026

41Median Score

11

Jul 3, 2026

MS-COCO 2017 (val)

Parallel Jacobi Decoding

11.84Latency (s)

11

Jun 5, 2026

ImageNet 256x256 (no CFG)

FrequencyBooster-H/16

3.79gFID

11

May 19, 2026

MNIST 50k (train)

CCVFM Stage III

0.75FID

11

May 14, 2026

4.72Step Compression

11

Mar 20, 2026

CIFAR-10 (test)

3.18FID

11

Feb 26, 2026

COCO Captions 2014 (val)

0.797LPIPS (w/ G.T.)

11

Feb 26, 2026

CelebA 64x64 (train)

85.83Precision

11

Feb 26, 2026

29.47FID

11

Feb 26, 2026

Page 11 of 36

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