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Benchmarks
Image Immunization on Stable Diffusion v1.5
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0.744
Feat. Sim. (C)
Clean
0.67016
0.68933
0.7085
0.72767
Feb 16, 2026
Feat. Sim. (C)
PSNR
SSIM
VIFp
FSIM
LPIPS
Feat. Sim. (D)
Updated 4d ago
Evaluation Results
Method
Method
Links
Feat. Sim. (C)
PSNR
SSIM
VIFp
FSIM
LPIPS
Feat. Sim. (D)
Clean
Condition=No attack
2026.02
0.744
-
-
-
-
-
0.534
Encoder
Type=Universal Baselin...
2026.02
0.708
16.55
48.2
15.4
71.4
0.452
0.438
Map
Type=Universal Baselin...
2026.02
0.704
16.16
46.8
15.2
71
0.465
0.424
Embedding
Type=Universal Baselin...
2026.02
0.696
15.8
37.8
11.7
68.9
0.548
0.436
OursDF
Config=Data-free setti...
2026.02
0.685
14.68
37.8
10.6
66.6
0.557
0.376
Ours
Config=Full method
2026.02
0.673
14.19
33.2
8.2
64.2
0.606
0.345
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