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Papers Benchmarks Datasets Tasks

Image Generation research benchmarks – Page 20 · SOTA2 Research

Image Generation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

people FLUX.1 (dev)

35.938CLIP-T

6

Feb 26, 2026

CUB-200 2010 (test)

SDv3.5 w/ Look-Back

19.73FID

6

Feb 26, 2026

MS-COCO 5,000 samples 2017 (val)

Stable Diffusion 2.1

15.11FID

6

Feb 26, 2026

StableDiffusion

2.73Speedup

6

Feb 26, 2026

9.12FID

6

Feb 26, 2026

18.48FID

6

Feb 26, 2026

13.06FID

6

May 12, 2026

1.61FID

6

Feb 26, 2026

Steering Angle (test)

1.546Intra-FID

6

Feb 26, 2026

Cell-200 (test)

7.266Intra-FID

6

Feb 26, 2026

0.425Intra-FID

6

Feb 26, 2026

0.389Intra-FID

6

Feb 26, 2026

WOD-Vehicle (val)

59.5FID

6

Feb 26, 2026

8.23FID

6

Feb 26, 2026

Spider StyleGAN2

20.44FID

6

Feb 26, 2026

Babies target domain

47.92FID

6

Feb 26, 2026

ImageNet Carnivore

Transitional-cGAN + NoisyTwins

13.65FID

6

Feb 26, 2026

ImageNet 512x512 (train)

3.85FID

6

Feb 26, 2026

ImageNet 128 x 128 (train val)

1.81FID

6

Feb 26, 2026

ImageNet 64x64 down-sampled (train)

Full Precision (FP)

15.93IS

6

Feb 26, 2026

BigGAN + DiffAug + DigGAN

21.12FID

6

Feb 26, 2026

BigGAN + DiffAug + DigGAN

11.58FID

6

Feb 26, 2026

Tiny ImageNet 10%

BigGAN + DiffAug + DigGAN

51.18FID

6

Feb 26, 2026

Tiny ImageNet 50%

BigGAN + DiffAug + DigGAN

22.66FID

6

Feb 26, 2026

Tiny ImageNet 100%

BigGAN + DiffAug + DigGAN

14.84FID

6

Feb 26, 2026

Page 20 of 36

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