Nudity Erasure on I2P 1.0 (test)
90.27ASR (UD Attack)SD 1.4
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| SD 1.4status=base model2024.08 | 90.27 | 74.73 | 90.52 | 94.73 | 14.13 | 31.33 | — | — | — | — | |
| SDParams. (%)=-2026.02 | 70.53 | — | — | — | — | — | 51 | 29.67 | — | — | |
| UCEvenue=WACV'242024.08 | 70.52 | 20 | 35.78 | 70.52 | 14.49 | 31.32 | — | — | — | — | |
| RECEvenue=ECCV'242024.08 | 53.08 | 4.21 | 9.47 | 46.31 | 14.9 | 30.94 | — | — | — | — | |
| ESDvenue=ICCV'232024.08 | 43.15 | 3.15 | 35.79 | 86.31 | 14.49 | 31.32 | — | — | — | — | |
| MACEvenue=CVPR'242024.08 | 41.93 | 6.31 | 5.26 | 66.31 | 13.42 | 29.41 | — | — | — | — | |
| SPMParams. (%)=0.052026.02 | 41.05 | — | — | — | — | — | 25 | 14 | 80.69 | 51.6 | |
| RACEvenue=ECCV'242024.08 | 30.68 | 3.15 | 11.57 | 83.15 | 20.28 | 28.57 | — | — | — | — | |
| ACvenue=ICCV'232024.08 | 25.8 | 1.05 | 89.47 | 66.31 | 14.13 | 31.37 | — | — | — | — | |
| ESDParams. (%)=94.652026.02 | 12.63 | — | — | — | — | — | 8 | 3 | 74.61 | 56.04 | |
| AGEParams. (%)=94.652026.02 | 9.47 | — | — | — | — | — | 8 | 4.33 | 71.33 | 64.02 | |
| Co-ErasingParams. (%)=100.002026.02 | 8.42 | — | — | — | — | — | 8.33 | 3.67 | 67.17 | 60.03 | |
| PAIRParams. (%)=0.052026.02 | 7.37 | — | — | — | — | — | 2.67 | 1.33 | 75.11 | 66.83 | |
| STEREOvenue=Ours2024.08 | 4.21 | 1.05 | 2.1 | 4.21 | 15.7 | 30.23 | — | — | — | — | |
| AdvUnlearnvenue=NeurIPS'242024.08 | 3.4 | 1.05 | 0 | 66.31 | 15.84 | 29.27 | — | — | — | — | |
| RECEParams. (%)=2.232026.02 | 3.16 | — | — | — | — | — | 6.33 | 4.67 | 72 | 64.66 |