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Papers Benchmarks Datasets Tasks

Image Editing Immunization research benchmarks · SOTA2 Research

Image Editing Immunization

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

StableDiffusion v1.4 (Unseen Prompts)

16.55PSNR

8

Feb 26, 2026

StableDiffusion Original Prompt v1.4

16.52PSNR

8

Feb 26, 2026

20.01PSNR

7

Feb 26, 2026

MS-COCO (user study)

Universal Image Immunization (Ours16)

47Imperceptibility (%)

5

Feb 26, 2026

Complex editing prompts dataset (test)

0.744Feat. Sim. (CLIP)

5

Feb 26, 2026

Popular datasets

StableDiffusion COCO DE Complex editing prompts dataset

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