Image Quality Evaluation on CelebA-HQ
47.94PSNRTrustMark
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| TrustMark2026.03 | 47.94 | — | 0.955 | — | |
| LampMark2026.03 | 44.05 | — | 0.971 | — | |
| Robust-Wide2026.03 | 43.74 | — | 0.952 | — | |
| WAM2026.03 | 43.47 | — | 0.95 | — | |
| VeriFi2026.03 | 42.53 | — | 0.948 | — | |
| OmniGuard2026.03 | 42.08 | — | 0.947 | — | |
| SepMark2026.03 | 38.67 | — | 0.928 | — | |
| Adv-MakeupMethod type=makeup-based, Attack setting=black-box2025.03 | 34.5152 | 4.2282 | 0.982 | — | |
| TIP-IMMethod type=noise-based, Attack setting=black-box2025.03 | 33.2106 | 38.7325 | 0.9236 | — | |
| VoidFace2026.01 | 32.9606 | 32.5384 | — | 0.1628 | |
| EditGuard2026.03 | 32.24 | — | 0.758 | — | |
| FaceShield2026.01 | 31.8288 | 34.5463 | — | 0.2069 | |
| StableGuard2026.03 | 31.81 | — | 0.848 | — | |
| SDST2026.01 | 31.2611 | 41.8947 | — | 0.5533 | |
| FACELOCK2026.01 | 30.5176 | 39.0089 | — | 0.404 | |
| AdvDM2026.01 | 30.2482 | 80.9156 | — | 0.4407 | |
| Adv-CPGMethod type=portrait-based, Attack setting=black-box2025.03 | 29.9996 | 26.0758 | 0.8978 | — | |
| Mist2026.01 | 29.8417 | 48.3273 | — | 0.5667 | |
| PhotoGuard2026.01 | 29.764 | 48.1924 | — | 0.5685 | |
| Adv-DiffusionMethod type=facial semantic invariant, Attack setting=black-box2025.03 | 28.8501 | 22.5751 | 0.8046 | — | |
| PGDMethod type=noise-based, Attack setting=black-box2025.03 | 27.96 | 78.92 | 0.8573 | — | |
| SD4PrivacyMethod type=facial semantic invariant, Attack setting=black-box2025.03 | 26.8864 | 26.4078 | 0.8092 | — | |
| DiffAMMethod type=makeup-based, Attack setting=black-box2025.03 | 20.526 | 26.1015 | 0.8861 | — | |
| AMT-GANMethod type=makeup-based, Attack setting=black-box2025.03 | 19.5048 | 34.5703 | 0.7924 | — | |
| CLIP2ProtectMethod type=makeup-based, Attack setting=black-box2025.03 | 19.3542 | 26.1272 | 0.6025 | — |