Unlearning on SD Preserved Concepts Set 2.1
73.3CS ScoreSPM
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| SPM2025.09 | 73.3 | 92 | 0.021 | |
| HellingerFramework=Variational2025.09 | 70.2 | 88 | 0.051 | |
| DoCo2025.09 | 69.1 | 86 | 0.033 | |
| SPEED2025.09 | 68.4 | 80 | 0.029 | |
| MACE2025.09 | 67.9 | 88 | 0.021 | |
| SAFREE2025.09 | 67.7 | 78 | 0.025 | |
| UCE2025.09 | 67.4 | 84 | 0.042 | |
| Jensen-ShannonFramework=Variational2025.09 | 67.4 | 80 | 0.038 | |
| KLFramework=Variational2025.09 | 67.3 | 82 | 0.045 | |
| HellingerFramework=Closed-Form2025.09 | 67.2 | 78 | 0.027 | |
| χ2Framework=Closed-Form2025.09 | 67.2 | 76 | 0.028 | |
| ESD2025.09 | 66.8 | 74 | 0.027 | |
| CAbl2025.09 | 66.8 | 78 | 0.028 | |
| RECE2025.09 | 65.6 | 75 | 0.029 |