Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

Random Inpainting research benchmarks · SOTA2 Research

Random Inpainting

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

FFHQ 256x256-1K

Diffusion Optimal Control

15.93FID

32

Apr 29, 2026

AFHQ-Cat (test)

34.82PSNR

24

May 12, 2026

0.084LPIPS

21

Apr 29, 2026

FFHQ 256x256 (val)

34.29PSNR

17

Jun 30, 2026

ImageNet 256 (test)

23.74PSNR

14

Apr 21, 2026

45Inference Time (s/image)

11

May 28, 2026

35.23PSNR

11

May 12, 2026

0.093LPIPS

11

May 8, 2026

CelebA 100 images (test)

33.98PSNR

10

Feb 26, 2026

AFHQ-Cat 100 images (test)

33.75PSNR

10

Feb 26, 2026

26.6PSNR

9

Jun 16, 2026

FFHQ 128 images (test)

33.84PSNR

9

May 12, 2026

FFHQ 256 × 256

26.72PSNR

8

Apr 21, 2026

0.047LPIPS

8

Mar 4, 2026

33.21PSNR

8

Feb 26, 2026

34.65PSNR

8

Feb 26, 2026

AFHQ 0.8 corruption

0.107LPIPS

8

Feb 26, 2026

AFHQ 0.6 corruption

0.051LPIPS

8

Feb 26, 2026

AFHQ 0.4 corruption

0.02LPIPS

8

Feb 26, 2026

FFHQ 256x256-1K (sigma_y=0.1)

Diffusion Conditional Sampling (Ours)

0.149LPIPS

7

Apr 29, 2026

FFHQ 256x256-1K (sigma_y=0.01)

Diffusion Conditional Sampling (Ours)

0.024LPIPS

7

Apr 29, 2026

ImageNet 92% mask 256x256 (val)

24.1PSNR

7

Apr 21, 2026

FFHQ 256x256-1K 1.0 (test)

Diffusion Optimal Control

31.84PSNR

7

Feb 26, 2026

CelebA p=0.9 HQ (test)

Ambient Diffusion

0.152LPIPS

5

Feb 26, 2026

CelebA p=0.8 HQ (test)

Ambient Diffusion

0.084LPIPS

5

Feb 26, 2026

Page 1 of 2

PreviousNext

Popular datasets

FFHQ ImageNet CelebA AFHQ MS-COCO

Follow for updates

Join SOTA2 Contact