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Papers Benchmarks Datasets Tasks

Image Synthesis research benchmarks – Page 2 · SOTA2 Research

Image Synthesis

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

2.57FID

10

Feb 26, 2026

5.26FID

10

Feb 26, 2026

2.07FID

10

Jun 5, 2026

FFHQ 256x256 (test)

2.2FID

9

Apr 3, 2026

FFHQ 1024x1024 (train test)

2.02FID

9

Mar 27, 2026

3.9FD (Inception V3)

9

Mar 20, 2026

Cardiac MRI (test)

212.86FID

9

Feb 26, 2026

Chest MRI to CT (test)

90FID

9

Feb 26, 2026

Retinal OCT (test)

96.28FID

9

Feb 26, 2026

FFHQ 2K 256 resolution

Off-the-shelf pre-training

8.18FID

9

Feb 26, 2026

FFHQ 1024 (test)

2.77FID (50k)

9

Feb 26, 2026

patch-based progressive DDPM

0.587MS-SSIM

8

Jun 24, 2026

Natural Oscillatory Motions (test)

Generative Image Dynamics

4.03FID

8

Feb 26, 2026

AFHQ (full dataset)

3.9FID

8

Feb 26, 2026

FFHQ 140K 256 resolution

3.31FID

8

Feb 26, 2026

FFHQ 0.1K 256 resolution

StyleGAN2 + DynamicD

50.37FID

8

Feb 26, 2026

26.36FID

8

Feb 26, 2026

27.96FID

8

Feb 26, 2026

1.77FID

8

Feb 26, 2026

2.16FID

8

Feb 26, 2026

4.76FID

8

Feb 26, 2026

CRIC ComparisonDetector (target)

132.61FID

7

Jun 29, 2026

Carla (full dataset)

6.3FID

7

Feb 26, 2026

CUB-200 2011 (test)

6.81KID

7

Feb 26, 2026

Oxford Flowers (test)

7.86KID

7

Feb 26, 2026

Page 2 of 7

Popular datasets

LSUN AFHQ FFHQ SynthRAD ImageNet

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