Hierarchical Unlearning on EraseBench
47Cat PerformanceUCE
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| UCE2026.03 | 47 | 73 | 56 | 64 | 69 | 90 | 68 | 100 | 100 | |
| AdvUnlearn2026.03 | 19 | 87 | 19 | 37 | 74 | 99 | 77 | 100 | 100 | |
| ESD2026.03 | 14 | 29 | 38 | 47 | 75 | 94 | 42 | 100 | 100 | |
| MACE2026.03 | 7 | 31 | 18 | 45 | 69 | 86 | 45 | 100 | 100 | |
| Receler2026.03 | 5 | 2 | 5 | 14 | 12 | 27 | 15 | 100 | 100 | |
| SurgUnbase_model=SD v1.52026.03 | 0 | 0 | 0 | 15 | 85 | 93 | 81 | 100 | 100 | |
| SurgUnbase_model=SDXL2026.03 | 0 | 0 | 0 | 30 | 80 | 80 | 70 | 100 | 100 | |
| SurgUnbase_model=SANA2026.03 | 0 | 0 | 10 | 0 | 87 | 77 | 60 | 100 | 100 |