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Benchmarks
Image Editing Immunization on Complex editing prompts dataset (test)
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0.744
Feat. Sim. (CLIP)
Clean
0.6868
0.70165
0.7165
0.73135
Feb 16, 2026
Feat. Sim. (CLIP)
PSNR
SSIM
VIFp
FSIM
LPIPS
Feat. Sim. (DINO)
Updated 4d ago
Evaluation Results
Method
Method
Links
Feat. Sim. (CLIP)
PSNR
SSIM
VIFp
FSIM
LPIPS
Feat. Sim. (DINO)
Clean
status=unattacked
2026.02
0.744
-
-
-
-
-
0.533
Universal Baselines
Target=Enc.
2026.02
0.712
17.73
0.608
0.221
0.774
0.369
0.423
Universal Baselines
Target=Map
2026.02
0.707
17.19
0.562
0.192
0.747
0.417
0.408
Universal Baselines
Target=Emb.
2026.02
0.703
16.7
0.447
0.148
0.72
0.511
0.426
Universal Image Immunization
Config=Ours (Full method)
2026.02
0.689
15.66
0.422
0.121
0.687
0.548
0.351
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