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Papers Benchmarks Datasets Tasks

Image Synthesis research benchmarks – Page 5 · SOTA2 Research

Image Synthesis

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

OAI Femoral Cartilage KLG 2

0.295Median Error

5

Feb 26, 2026

OAI Femoral Cartilage KLG 0-1

0.259Median Error

5

Feb 26, 2026

ImageNet 128x128

2.97FID

5

Feb 26, 2026

Ours (Coming Down to Earth)

0.447SSIM

5

Feb 26, 2026

LSUN Tower 256x256 (15k samples per class)

15.4FID

4

Mar 19, 2026

LSUN Bridge 256x256 (15k samples per class)

19.23FID

4

Mar 19, 2026

LSUN 256x256 Global (15k samples per class)

10.85FID

4

Mar 19, 2026

5.18FID

4

Feb 26, 2026

5.6FID

4

Feb 26, 2026

COCO multiple object (val)

14.271FID

4

Feb 26, 2026

COCO single object (val)

15.272FID

4

Feb 26, 2026

13.86FID

4

Feb 26, 2026

17.88FID

4

Feb 26, 2026

6.92FID

4

Feb 26, 2026

15FID

4

Feb 26, 2026

34FID

4

Feb 26, 2026

Shell few-sample 60 images

155.47FID

4

Feb 26, 2026

Skull few-sample 100 images

StyleGAN2 finetune

107.68FID

4

Feb 26, 2026

Anime Face 120 images (few-sample)

59.38FID

4

Feb 26, 2026

Pokemon few-sample 800 images

57.19FID

4

Feb 26, 2026

Flower few-sample 1000 images

25.66FID

4

Feb 26, 2026

LSUN Cat 256x256 (test)

6.93FID

4

Feb 26, 2026

CelebA 128x128 Mean class

11.05FID

3

Mar 19, 2026

CelebA 128x128 Global

12.42FID

3

Mar 19, 2026

AFHQ 512x512 Dog

27.49FID

3

Mar 19, 2026

Page 5 of 7

Popular datasets

LSUN AFHQ FFHQ SynthRAD ImageNet

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