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Papers Benchmarks Datasets Tasks

Image Generation research benchmarks – Page 33 · SOTA2 Research

Image Generation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Oxford Flowers-102 256x256

22.64FID

2

Mar 4, 2026

0.289MS-SSIM

2

Feb 26, 2026

19.66FID

2

Feb 26, 2026

detector-guided dataset distillation framework

50.18FID

2

Feb 26, 2026

CelebA 256 x 256 (train)

76.19GFLOPs

2

Feb 26, 2026

CelebA 32 x 32 (train)

17.65GFLOPs

2

Feb 26, 2026

MNIST Low data N=3000

15FID

2

Feb 26, 2026

LSUN Church 64x64 (test)

Self-Refining DDPM

9.093FID

2

Feb 26, 2026

Oxford Flower 102 128x128 (test)

Self-Refining DDPM

19.669FID

2

Feb 26, 2026

Mapillary Vistas unconditional 2048x2048

459Throughput (Training)

2

Feb 26, 2026

ImageNet 1024x1024 (val)

SiD2, Flop Heavy

1.75FID

2

Feb 26, 2026

CelebA-HQ 256x256 29 (test)

5.73FID

2

Feb 26, 2026

FFHQ 256x256 30 (test)

8.03FID

2

Feb 26, 2026

Sequential DDIM

7.6FID Score

2

Feb 26, 2026

Sequential DDIM

10FID

2

Feb 26, 2026

CelebA-HQ FCE (test)

5.99FID

2

Feb 26, 2026

CelebA-HQ FT (test)

7.89FID

2

Feb 26, 2026

6.17pFID (256/1K)

2

Feb 26, 2026

11.86FID

2

Feb 26, 2026

10.37FID

2

Feb 26, 2026

7.73FID

2

Feb 26, 2026

AFHQ-Wild 512x512 (train)

Diffusion InsGen

1.51FID

2

Feb 26, 2026

AFHQ-Dog 512x512 (train)

Diffusion InsGen

4.83FID

2

Feb 26, 2026

AFHQ Cat 512x512 (train)

Diffusion InsGen

2.4FID

2

Feb 26, 2026

FFHQ 5k samples 1024x1024 (train)

Diffusion InsGen

8.48FID

2

Feb 26, 2026

Page 33 of 36

Popular datasets

ImageNet CIFAR FFHQ LSUN CelebA

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