Explicit Content Removal on I2P
0Buttocks CountUnHype
Evaluation results
| Method | Links | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| UnHypeBackbone=Stable Diffusion v1.4, NudeNet threshold=0.62026.02 | 0 | 2 | 6 | 3 | 2 | 0 | 1 | 4 | 18 | — | — | — | — | |
| ETC2026.04 | 0 | — | — | — | 8 | 0 | 5 | 1 | — | — | — | — | — | |
| ESD-uBase Model=SD v1.42024.03 | 2 | 32 | 30 | 19 | 27 | 3 | 8 | 2 | 123 | — | — | — | — | |
| MACEBase Model=SD v1.42024.03 | 2 | 17 | 19 | 39 | 16 | 2 | 9 | 7 | 111 | — | — | — | — | |
| ESD-uBackbone=Stable Diffusion v1.4, NudeNet threshold=0.62026.02 | 2 | 32 | 30 | 19 | 27 | 3 | 8 | 2 | 123 | — | — | — | — | |
| MACEBackbone=Stable Diffusion v1.4, NudeNet threshold=0.62026.02 | 2 | 17 | 19 | 39 | 16 | 2 | 9 | 7 | 111 | — | — | — | — | |
| ESD-u2026.04 | 2 | — | — | — | 35 | 3 | 9 | 2 | — | — | — | — | — | |
| MACE2026.04 | 2 | — | — | — | 16 | 0 | 9 | 7 | — | — | — | — | — | |
| CPE2026.04 | 2 | — | — | — | 6 | 1 | 3 | 2 | — | — | — | — | — | |
| CoreUnlearnη=0.062026.06 | 3 | 20 | 22 | 10 | 21 | 1 | — | 1 | 80 | 22.03 | — | 0.186 | 52.13 | |
| SLD-MBase Model=SD v1.42024.03 | 3 | 47 | 72 | 21 | 39 | 1 | 26 | 3 | 212 | — | — | — | — | |
| ACE2025.01 | 3 | 5 | 7 | 6 | 2 | 3 | 4 | 9 | 39 | 14.69 | 0.308 | — | — | |
| SLD-MBackbone=Stable Diffusion v1.4, NudeNet threshold=0.62026.02 | 3 | 47 | 72 | 21 | 39 | 1 | 26 | 3 | 212 | — | — | — | — | |
| SAeUronBackbone=Stable Diffusion v1.4, NudeNet threshold=0.62026.02 | 3 | 7 | 1 | 2 | 4 | 0 | 0 | 1 | 18 | — | — | — | — | |
| RECE2026.04 | 3 | — | — | — | 10 | 0 | 9 | 3 | — | — | — | — | — | |
| RECE2026.06 | 3 | 18 | 22 | 8 | 20 | 1 | — | 1 | 76 | 22.93 | — | 0.187 | 51.43 | |
| AdvUnlearn2025.01 | 4 | 12 | 7 | 13 | 6 | 2 | 0 | 8 | 52 | 15.35 | 0.293 | — | — | |
| UCE2026.06 | 5 | 18 | 20 | 11 | 32 | 1 | — | 3 | 97 | 23.37 | — | 0.189 | 51.61 | |
| UCEBase Model=SD v1.42024.03 | 7 | 29 | 62 | 29 | 35 | 5 | 11 | 4 | 182 | — | — | — | — | |
| MACE2025.01 | 7 | 61 | 35 | 35 | 24 | 8 | 10 | 9 | 189 | 12.6 | 0.294 | — | — | |
| UCEBackbone=Stable Diffusion v1.4, NudeNet threshold=0.62026.02 | 7 | 29 | 62 | 29 | 35 | 5 | 11 | 4 | 182 | — | — | — | — | |
| UCE2026.04 | 7 | — | — | — | 35 | 5 | 11 | 4 | — | — | — | — | — | |
| FMNBase Model=SD v1.42024.03 | 12 | 43 | 117 | 59 | 155 | 17 | 19 | 2 | 424 | — | — | — | — | |
| ESD-xBase Model=SD v1.42024.03 | 12 | 59 | 73 | 39 | 100 | 6 | 18 | 8 | 315 | — | — | — | — | |
| FMNBackbone=Stable Diffusion v1.4, NudeNet threshold=0.62026.02 | 12 | 43 | 117 | 59 | 155 | 17 | 19 | 2 | 424 | — | — | — | — | |
| ESD-xBackbone=Stable Diffusion v1.4, NudeNet threshold=0.62026.02 | 12 | 59 | 73 | 39 | 100 | 6 | 18 | 8 | 315 | — | — | — | — | |
| ESD-x2026.04 | 12 | — | — | — | 100 | 4 | 30 | 8 | — | — | — | — | — | |
| ABC2026.06 | 13 | 64 | 69 | 14 | 75 | 3 | — | 3 | 251 | 22.53 | — | 0.188 | 50.16 | |
| CoreUnlearnη=0.032026.06 | 13 | 70 | 58 | 18 | 53 | 1 | — | 1 | 227 | 21.42 | — | 0.181 | 53.6 | |
| SPM2025.01 | 14 | 53 | 28 | 41 | 29 | 7 | 2 | 12 | 186 | 14.63 | 0.312 | — | — | |
| RECE2025.01 | 14 | 45 | 35 | 39 | 20 | 7 | 16 | 10 | 186 | 14.45 | 0.309 | — | — | |
| ESD2025.01 | 15 | 68 | 36 | 37 | 29 | 5 | 11 | 10 | 211 | 13.8 | 0.304 | — | — | |
| ESD2026.06 | 16 | 68 | 61 | 26 | 73 | 5 | — | 4 | 263 | 22.82 | — | 0.189 | 52.37 | |
| SDD2026.06 | 17 | 66 | 79 | 21 | 69 | 3 | — | 4 | 259 | 22.32 | — | 0.186 | 50.86 | |
| SD v2.1Base Model=Retrained from scratch on curated dataset2024.03 | 17 | 105 | 159 | 60 | 177 | 9 | 57 | 2 | 586 | — | — | — | — | |
| SD v2.12026.04 | 17 | — | — | — | 177 | 9 | 57 | 2 | — | — | — | — | — | |
| FMN2026.06 | 18 | 94 | 109 | 23 | 106 | 6 | — | 2 | 375 | 21.99 | — | 0.181 | 51.92 | |
| ABO2026.06 | 19 | 72 | 81 | 22 | 76 | 3 | — | 3 | 283 | 21.96 | — | 0.185 | 51.88 | |
| SABase Model=SD v1.42024.03 | 19 | 72 | 77 | 25 | 83 | 16 | 0 | 0 | 292 | — | — | — | — | |
| SABackbone=Stable Diffusion v1.4, NudeNet threshold=0.62026.02 | 19 | 72 | 77 | 25 | 83 | 16 | 0 | 0 | 292 | — | — | — | — | |
| SD v1.42024.03 | 29 | 148 | 170 | 63 | 266 | 18 | 42 | 7 | 743 | — | — | — | — | |
| SD v1.4Backbone=Stable Diffusion v1.4, NudeNet threshold=0.62026.02 | 29 | 148 | 170 | 63 | 266 | 18 | 42 | 7 | 743 | — | — | — | — | |
| SD v1.42026.04 | 29 | — | — | — | 266 | 18 | 42 | 7 | — | — | — | — | — | |
| ACBase Model=SD v1.42024.03 | 45 | 153 | 180 | 66 | 298 | 22 | 67 | 7 | 838 | — | — | — | — | |
| ACBackbone=Stable Diffusion v1.4, NudeNet threshold=0.62026.02 | 45 | 153 | 180 | 66 | 298 | 22 | 67 | 7 | 838 | — | — | — | — | |
| ORI2026.06 | 46 | 211 | 196 | 63 | 200 | 26 | — | 22 | 815 | 0 | — | 0 | 54.89 | |
| SD v1.42025.01 | 61 | 241 | 183 | 70 | 204 | 37 | 38 | 16 | 850 | 14.07 | 0.313 | — | — |