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Benchmarks
Face Identity Protection on FFHQ (train)
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0.54
Robustness (Baseline)
No attack
0.1656
0.2628
0.36
0.4572
Dec 8, 2025
Robustness (Baseline)
Robustness (Noise)
Robustness (Color-space)
Robustness (Blur)
Robustness (Stylization)
Robustness (Compression)
Robustness (Geometric)
Robustness (Overall)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Robustness (Baseline)
Robustness (Noise)
Robustness (Color-space)
Robustness (Blur)
Robustness (Stylization)
Robustness (Compression)
Robustness (Geometric)
Robustness (Overall)
No attack
2025.12
0.54
0.503
0.513
0.551
0.485
0.498
0.441
0.496
PGD-EOT
2025.12
0.308
0.365
0.348
0.304
0.317
0.327
0.299
0.328
DF-RAP
2025.12
0.273
0.386
0.345
0.49
0.322
0.354
0.371
0.373
PGD
2025.12
0.191
0.359
0.312
0.526
0.306
0.373
0.366
0.364
Ours
2025.12
0.18
0.26
0.243
0.242
0.214
0.241
0.261
0.242
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