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Papers Benchmarks Datasets Tasks

Image Immunization research benchmarks · SOTA2 Research

Image Immunization

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

StableDiffusion 1.4 (test)

16.84PSNR

20

Feb 26, 2026

HQ-Edit (Unseen Prompts)

9.33PSNR (dB)

16

Feb 26, 2026

InstructPix2Pix (Unseen Prompts)

17.12PSNR

16

Feb 26, 2026

InstructPix2Pix Original Prompt

19.04PSNR

16

Feb 26, 2026

StableDiffusion v3 (test)

22.08PSNR

16

Feb 26, 2026

InstructPix2Pix INS (test)

17.84PSNR

10

Feb 26, 2026

HQ-Edit Original Prompt

9.92PSNR

8

Feb 26, 2026

InstructPix2Pix

0.81Feat. Sim. (C)

7

Feb 26, 2026

Stable Diffusion V2.0

0.694Feat. Sim. (C)

7

Feb 26, 2026

Stable Diffusion V1.4

0.743Feat. Sim. (C)

7

Feb 26, 2026

InstructPix2Pix (test)

0.81Feat. Sim. (CLIP)

7

Feb 26, 2026

Stable Diffusion V2.0 (test)

0.694Feat. Sim. (CLIP)

7

Feb 26, 2026

Stable Diffusion 1.4 (test)

0.743Feat. Sim. (CLIP)

7

Feb 26, 2026

Stable Diffusion v1.5

0.744Feat. Sim. (C)

6

Feb 26, 2026

Image Editing Dataset Stable Diffusion v1.5 (test)

16.28PSNR

6

Feb 26, 2026

SD3 to InstructPix2Pix Cross-model transfer

18.61PSNR

6

Feb 26, 2026

StableDiffusion 3 (Unseen Prompts)

20.03PSNR

5

Feb 26, 2026

StableDiffusion 3 (Original Prompt)

22.88PSNR

5

Feb 26, 2026

16.66PSNR

4

Feb 26, 2026

16.1PSNR

4

Feb 26, 2026

StableDiffusion to Instructpix2pix Transfer 3

18.6PSNR

4

Feb 26, 2026

Instructpix2pix to StableDiffusion-3 Transfer

22.08PSNR

4

Feb 26, 2026

0.305Temporal SSIM

3

Apr 7, 2026

CogVideoX I2V pipeline

0.2Temporal SSIM

3

Apr 7, 2026

Popular datasets

Stable Diffusion InstructPix2Pix StableDiffusion HQ-Edit DomainNet

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