Concept Erasure on Stanford Dogs (test)
100AerESD
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| ESDTarget Concept=Welsh Springer Spaniel2025.03 | 100 | 20 | 33.34 | |
| RecelerTarget Concept=Welsh Springer Spaniel2025.03 | 100 | 2.4 | 4.68 | |
| ESDTarget Concept=German Shepherd2025.03 | 100 | 20 | 33.34 | |
| FMNTarget Concept=German Shepherd2025.03 | 100 | 0.57 | 1.14 | |
| UCETarget Concept=German Shepherd2025.03 | 100 | 46.2 | 63.27 | |
| RecelerTarget Concept=German Shepherd2025.03 | 100 | 2.8 | 5.44 | |
| FADETarget Concept=German Shepherd2025.03 | 100 | 95.52 | 97.7 | |
| ESDTarget Concept=Pomeranian2025.03 | 100 | 34 | 50.74 | |
| UCETarget Concept=Pomeranian2025.03 | 100 | 50.72 | 67.3 | |
| RecelerTarget Concept=Pomeranian2025.03 | 100 | 1.16 | 2.29 | |
| FADETarget Concept=Pomeranian2025.03 | 99.76 | 94.76 | 97.19 | |
| FADETarget Concept=Welsh Springer Spaniel2025.03 | 99.6 | 92.6 | 95.97 | |
| SPMTarget Concept=German Shepherd2025.03 | 99.2 | 70.8 | 82.62 | |
| FMNTarget Concept=Welsh Springer Spaniel2025.03 | 98.8 | 0.2 | 0.39 | |
| UCETarget Concept=Welsh Springer Spaniel2025.03 | 98.2 | 41.76 | 58.8 | |
| FMNTarget Concept=Pomeranian2025.03 | 98.2 | 0.6 | 1.19 | |
| CATarget Concept=German Shepherd2025.03 | 79.2 | 63.66 | 70.58 | |
| CATarget Concept=Pomeranian2025.03 | 68 | 84.4 | 75.31 | |
| CATarget Concept=Welsh Springer Spaniel2025.03 | 63 | 66.67 | 64.75 | |
| SPMTarget Concept=Welsh Springer Spaniel2025.03 | 57.8 | 65.12 | 61.24 | |
| SPMTarget Concept=Pomeranian2025.03 | 33.6 | 95.2 | 49.66 |