Concept Erasure on Stable Diffusion Nudity Concept v1.4
13.89FIDCPE
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| CPE2025.10 | 13.89 | — | — | — | 31.19 | 3.52 | 37.32 | 0 | 30.28 | 17.78 | |
| SDv1.42025.10 | 14.05 | — | — | — | 31.34 | 92.25 | 100 | 100 | 100 | 98.06 | |
| Receler2025.10 | 14.1 | — | — | — | 31.02 | 26.76 | 31.2 | 1.1 | 42.25 | 25.33 | |
| ESD2025.10 | 14.36 | — | — | — | 30.12 | 14 | 75 | 26.06 | 80 | 48.77 | |
| RECE2025.10 | 14.45 | — | — | — | 30.95 | 15.49 | 64.79 | 13.38 | 65.49 | 39.79 | |
| S-GRACE2025.10 | 15.01 | — | — | — | 29.44 | 2.11 | 14.79 | 5.63 | 12.68 | 8.8 | |
| AdvUnlearn2025.10 | 15.04 | — | — | — | 29.3 | 7.75 | 19.72 | 16.9 | 21.13 | 16.38 | |
| STEREO2025.10 | 15.7 | — | — | — | 30.23 | 3.52 | 29.58 | 7.75 | 30.99 | 17.96 | |
| R.A.C.E2025.10 | 16.05 | — | — | — | 29.42 | 5 | 49 | 19.72 | 47 | 30.18 | |
| SD v1.4 (Base)status=unmodified baseline2026.02 | 16.7 | 100 | 100 | 83.1 | 0.311 | — | — | — | — | — | |
| AGEfine-tune target=U-Net2026.02 | 16.79 | 89.45 | 90.14 | 80.28 | 0.309 | — | — | — | — | — | |
| FMNfine-tune target=U-Net2026.02 | 16.86 | 99.29 | 97.89 | 81.69 | 0.308 | — | — | — | — | — | |
| UCEfine-tune target=U-Net2026.02 | 17.1 | 93.62 | 79.58 | 33.1 | 0.309 | — | — | — | — | — | |
| RECELERfine-tune target=U-Net2026.02 | 17.26 | 65.49 | 64.79 | 20.42 | 0.297 | — | — | — | — | — | |
| AEGISfine-tune target=U-Net2026.02 | 17.43 | 12.06 | 8.45 | 3.52 | 0.303 | — | — | — | — | — | |
| SPMfine-tune target=U-Net2026.02 | 17.48 | 96.45 | 91.55 | 52.11 | 0.31 | — | — | — | — | — | |
| RECEfine-tune target=U-Net2026.02 | 17.61 | 87.32 | 72.54 | 13.38 | 0.294 | — | — | — | — | — | |
| ESDfine-tune target=U-Net2026.02 | 18.18 | 87.94 | 73.24 | 69.72 | 0.302 | — | — | — | — | — | |
| STEREOfine-tune target=U-Net2026.02 | 18.27 | 45.77 | 14.08 | 7.04 | 0.286 | — | — | — | — | — | |
| AdvUnlearnfine-tune target=U-Net2026.02 | 19.34 | 80.14 | 64.79 | 59.86 | 0.29 | — | — | — | — | — | |
| SalUnfine-tune target=U-Net2026.02 | 33.62 | 19.86 | 11.27 | 7.04 | 0.287 | — | — | — | — | — |