Nudity Erasure on I2P
1,042Total CountBase Model
Evaluation results
| Method | Links | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Base Model2026.06 | 1,042 | — | — | — | — | — | — | — | — | 728 | 285 | 29 | — | — | — | — | |
| SLD-mediumguidance_scale=medium2026.06 | 744 | — | — | — | — | — | — | — | — | 534 | 183 | 27 | — | — | — | — | |
| SDtype=base model, version=v1.42026.03 | 743 | 148 | 170 | 29 | 63 | 266 | 18 | 42 | 7 | — | — | — | — | — | — | — | |
| Z-Image Turbo2026.03 | 649 | — | — | — | — | — | — | — | — | 486 | 100 | 63 | — | — | — | — | |
| UCE2026.06 | 646 | — | — | — | — | — | — | — | — | 308 | 316 | 22 | — | — | — | — | |
| FLUX.1 [DEV]2026.03 | 605 | 147 | 168 | 29 | 62 | 152 | 9 | 28 | 10 | — | — | — | — | — | — | — | |
| RECE2026.06 | 549 | — | — | — | — | — | — | — | — | 270 | 254 | 25 | — | — | — | — | |
| Meta-Unlearning2026.03 | 521 | 99 | 206 | 35 | 15 | 133 | 7 | 15 | 11 | — | — | — | — | — | — | — | |
| ESD-x2026.03 | 506 | 107 | 131 | 22 | 69 | 138 | 7 | 24 | 8 | — | — | — | — | — | — | — | |
| SLD-strongguidance_scale=strong2026.06 | 474 | — | — | — | — | — | — | — | — | 320 | 138 | 16 | — | — | — | — | |
| ESD-xvariant=negative-prompting2026.06 | 466 | — | — | — | — | — | — | — | — | 317 | 129 | 20 | — | — | — | — | |
| Meta-Unlearning2026.03 | 455 | — | — | — | — | — | — | — | — | 346 | 53 | 56 | — | — | — | — | |
| CA (Noise-based)2026.03 | 390 | 91 | 122 | 37 | 40 | 61 | 11 | 22 | 6 | — | — | — | — | — | — | — | |
| EAP2026.03 | 386 | 68 | 96 | 41 | 82 | 82 | 4 | 7 | 6 | — | — | — | — | — | — | — | |
| ESD-x2026.03 | 381 | — | — | — | — | — | — | — | — | 279 | 42 | 60 | — | — | — | — | |
| ESDtype=keyword-based2026.03 | 377 | 105 | 70 | 16 | 24 | 128 | 6 | 15 | 13 | — | — | — | — | — | — | — | |
| Minimalist CE2026.03 | 376 | — | — | — | — | — | — | — | — | 291 | 38 | 47 | — | — | — | — | |
| AC (Noise-Based)2026.03 | 363 | — | — | — | — | — | — | — | — | 270 | 38 | 55 | — | — | — | — | |
| ESD-u2026.03 | 362 | — | — | — | — | — | — | — | — | 260 | 41 | 61 | — | — | — | — | |
| FMN2026.03 | 356 | 36 | 98 | 10 | 50 | 134 | 10 | 14 | 4 | — | — | — | — | — | — | — | |
| DiT Localization2026.03 | 356 | — | — | — | — | — | — | — | — | 264 | 40 | 52 | — | — | — | — | |
| APtype=keyword-based2026.03 | 355 | 91 | 61 | 19 | 26 | 123 | 10 | 12 | 13 | — | — | — | — | — | — | — | |
| CA (Model-based)2026.03 | 344 | 86 | 103 | 26 | 38 | 57 | 8 | 20 | 6 | — | — | — | — | — | — | — | |
| AC (Model-Based)2026.03 | 333 | — | — | — | — | — | — | — | — | 245 | 35 | 53 | — | — | — | — | |
| ESD-u2026.03 | 312 | 81 | 76 | 5 | 48 | 69 | 8 | 20 | 5 | — | — | — | — | — | — | — | |
| AGEtype=keyword-based2026.03 | 300 | 84 | 50 | 14 | 21 | 101 | 7 | 14 | 9 | — | — | — | — | — | — | — | |
| ESD-uvariant=unconditional2026.06 | 296 | — | — | — | — | — | — | — | — | 208 | 77 | 11 | — | — | — | — | |
| EraseAnything2026.03 | 294 | — | — | — | — | — | — | — | — | 206 | 43 | 45 | — | — | — | — | |
| EAP2026.03 | 268 | — | — | — | — | — | — | — | — | 190 | 29 | 49 | — | — | — | — | |
| MACE2026.03 | 256 | 14 | 72 | 29 | 58 | 47 | 8 | 18 | 10 | — | — | — | — | — | — | — | |
| UCEtype=keyword-based2026.03 | 253 | 69 | 61 | 7 | 23 | 56 | 6 | 10 | 21 | — | — | — | — | — | — | — | |
| Diversified-AGEtype=diversified2026.03 | 244 | 68 | 40 | 9 | 17 | 77 | 5 | 10 | 18 | — | — | — | — | — | — | — | |
| Diversified-ESDtype=diversified2026.03 | 212 | 60 | 38 | 7 | 16 | 72 | 3 | 10 | 6 | — | — | — | — | — | — | — | |
| SalUn2026.03 | 208 | 8 | 57 | 2 | 55 | 29 | 8 | 39 | 10 | — | — | — | — | — | — | — | |
| AdvUnlearn2026.03 | 203 | 47 | 27 | 16 | 51 | 23 | 8 | 18 | 13 | — | — | — | — | — | — | — | |
| EraseAnything2026.03 | 199 | 29 | 57 | 6 | 37 | 41 | 7 | 17 | 5 | — | — | — | — | — | — | — | |
| MACE2026.03 | 199 | — | — | — | — | — | — | — | — | 136 | 35 | 28 | — | — | — | — | |
| Diversified-UCEtype=diversified2026.03 | 196 | 45 | 45 | 6 | 6 | 62 | 1 | 22 | 9 | — | — | — | — | — | — | — | |
| EraseAnything++2026.03 | 182 | 26 | 59 | 4 | 39 | 31 | 2 | 18 | 3 | — | — | — | — | — | — | — | |
| ScaleErasure2026.06 | 182 | — | — | — | — | — | — | — | — | 145 | 34 | 3 | — | — | — | — | |
| UCE2026.03 | 173 | 28 | 59 | 7 | 28 | 34 | 5 | 8 | 4 | — | — | — | — | — | — | — | |
| Diversified-APtype=diversified2026.03 | 172 | 52 | 30 | 5 | 10 | 49 | 3 | 8 | 15 | — | — | — | — | — | — | — | |
| Z-Erase2026.03 | 161 | — | — | — | — | — | — | — | — | 109 | 29 | 23 | — | — | — | — | |
| UCE2026.03 | 157 | — | — | — | — | — | — | — | — | 129 | 15 | 13 | — | — | — | — | |
| SDXL2026.05 | 61 | 28 | 33 | 3 | 7 | 24 | 1 | 8 | 0 | — | — | — | — | — | — | — | |
| SPEEDS. (MB)=402, G. (MB)=02026.05 | 51 | 27 | 30 | 2 | 4 | 16 | 1 | 7 | 0 | — | — | — | — | — | — | — | |
| Diversified-ACEtype=diversified2026.03 | 49 | 8 | 6 | 2 | 5 | 11 | 3 | 3 | 11 | — | — | — | — | — | — | — | |
| ACEtype=keyword-based2026.03 | 39 | 7 | 7 | 4 | 1 | 12 | 3 | 0 | 5 | — | — | — | — | — | — | — | |
| UCES. (MB)=630, G. (MB)=02026.05 | 37 | 15 | 15 | 0 | 6 | 13 | 0 | 5 | 0 | — | — | — | — | — | — | — | |
| RECES. (MB)=630, G. (MB)=02026.05 | 23 | 10 | 7 | 0 | 5 | 10 | 0 | 2 | 0 | — | — | — | — | — | — | — | |
| SAFREES. (MB)=0, G. (MB)=02026.05 | 22 | 9 | 10 | 0 | 1 | 5 | 0 | 3 | 0 | — | — | — | — | — | — | — | |
| SPACES. (MB)=208, G. (MB)=-4222026.05 | 16 | 6 | 9 | 0 | 2 | 3 | 0 | 2 | 0 | — | — | — | — | — | — | — | |
| EARModel=Janus-Pro2026.06 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 6.02 | |
| ESDaugmented_with_egloce=false2026.04 | — | — | — | — | — | — | — | — | — | — | — | — | 23.4 | — | — | — | |
| ESD + Oursaugmented_with_egloce=true2026.04 | — | — | — | — | — | — | — | — | — | — | — | — | 20.9 | — | — | — | |
| Negative PromptModel=Liquid2026.06 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 7.73 | |
| Negative PromptModel=Emu3-Gen2026.06 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 3.43 | |
| Negative PromptModel=Janus-Pro2026.06 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 10.74 | |
| ObliviateModel=Liquid2026.06 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 5.26 | |
| ObliviateModel=Emu3-Gen2026.06 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 1.18 | |
| ObliviateModel=Janus-Pro2026.06 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 5.15 | |
| OriginalModel=Liquid2026.06 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 17.83 | |
| OriginalModel=Emu3-Gen2026.06 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 7.73 | |
| OriginalModel=Janus-Pro2026.06 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 14.39 | |
| RECEaugmented_with_egloce=false2026.04 | — | — | — | — | — | — | — | — | — | — | — | — | 14.1 | — | — | — | |
| RECE + Oursaugmented_with_egloce=true2026.04 | — | — | — | — | — | — | — | — | — | — | — | — | 9.2 | — | — | — | |
| SAEParateConcept=Naked Woman2026.05 | — | — | — | — | — | 85 | 4 | 13 | 1 | — | — | — | — | 73.8 | 100 | — | |
| SAEParateConcept=Naked Man2026.05 | — | — | — | — | — | 250 | 16 | 0 | 0 | — | — | — | — | 100 | 78.2 | — | |
| SAFREEaugmented_with_egloce=false2026.04 | — | — | — | — | — | — | — | — | — | — | — | — | 10.6 | — | — | — | |
| SAFREE + Oursaugmented_with_egloce=true2026.04 | — | — | — | — | — | — | — | — | — | — | — | — | 8.4 | — | — | — | |
| SD v1.4 (Base)Concept=–2026.05 | — | — | — | — | — | 316 | 24 | 11 | 3 | — | — | — | — | — | — | — | |
| SLDaugmented_with_egloce=false2026.04 | — | — | — | — | — | — | — | — | — | — | — | — | 39.6 | — | — | — | |
| SLD + Oursaugmented_with_egloce=true2026.04 | — | — | — | — | — | — | — | — | — | — | — | — | 37.4 | — | — | — | |
| SLD*Model=Liquid2026.06 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 6.66 | |
| SLD*Model=Emu3-Gen2026.06 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 2.58 | |
| SLD*Model=Janus-Pro2026.06 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 20.31 | |
| Supervised Fine-tuningModel=Liquid2026.06 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 13 | |
| Supervised Fine-tuningModel=Emu3-Gen2026.06 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 7.55 | |
| Supervised Fine-tuningModel=Janus-Pro2026.06 | — | — | — | — | — | — | — | — | — | — | — | — | — | — | — | 10.52 | |
| Vanilla SAE (SAeUron)Concept=Naked Woman2026.05 | — | — | — | — | — | 242 | 11 | 17 | 2 | — | — | — | — | 25.6 | 100 | — | |
| Vanilla SAE (SAeUron)Concept=Naked Man2026.05 | — | — | — | — | — | 234 | 8 | 14 | 1 | — | — | — | — | 0 | 71.2 | — |