Concept Erasure on Snoopy, Mickey, Spongebob, Pikachu, Hello Kitty, and MS-COCO
28.51Snoopy Concept Score (CS)SD v1.4
Evaluation results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| SD v1.42025.03 | 28.51 | — | 26.62 | — | 27.3 | — | 27.44 | — | 27.77 | — | 26.53 | — | |
| ConAbl2025.03 | 25.44 | 98.38 | 26.63 | 37.08 | 26.95 | 38.92 | 27.47 | 26.14 | 27.65 | 36.52 | 26.4 | 21.2 | |
| ConAbl2025.03 | 24.92 | 112.66 | 26.46 | 63.95 | 25.12 | 102.68 | 27.36 | 46.47 | 27.72 | 48.24 | 26.37 | 26.71 | |
| SPMFacilitated Transport=True2025.03 | 23.72 | 116.26 | 26.62 | 31.21 | 27.21 | 31.96 | 27.41 | 19.82 | 27.8 | 30.95 | 26.47 | 20.71 | |
| SPMFacilitated Transport=False2025.03 | 23.72 | 116.26 | 26.55 | 43.03 | 26.84 | 42.96 | 27.38 | 25.95 | 27.71 | 42.53 | 26.48 | 20.86 | |
| SPEED2025.03 | 23.69 | 103.33 | 23.93 | 86.55 | 21.39 | 109.28 | 27.47 | 21.4 | 27.76 | 26.22 | 26.51 | 24.99 | |
| SPEED2025.03 | 23.5 | 108.51 | 26.67 | 23.41 | 27.31 | 24.64 | 27.48 | 16.81 | 27.82 | 21.74 | 26.48 | 19.95 | |
| UCE2025.03 | 23.29 | 101.4 | 24.63 | 88.11 | 19.08 | 140.4 | 27.45 | 29.2 | 27.82 | 38.15 | 26.3 | 28.71 | |
| UCE2025.03 | 23.19 | 102.86 | 26.64 | 24.87 | 27.29 | 29.86 | 27.47 | 19.06 | 27.75 | 27.86 | 26.46 | 22.18 | |
| SPMFacilitated Transport=True2025.03 | 22.86 | 125.66 | 22.08 | 123.2 | 20.92 | 153.36 | 27.45 | 37.51 | 27.63 | 46.63 | 26.48 | 25.47 | |
| SPMFacilitated Transport=False2025.03 | 21.8 | 137.98 | 20.86 | 139.48 | 20.19 | 163.21 | 26.68 | 66.15 | 26.24 | 85.35 | 26.33 | 25.05 | |
| MACE2025.03 | 20.9 | 165.74 | 23.46 | 105.97 | 23.35 | 102.77 | 26.05 | 65.71 | 26.05 | 75.42 | 26.09 | 42.62 | |
| MACE2025.03 | 19.86 | 175.43 | 19.35 | 140.13 | 20.12 | 143.17 | 19.76 | 110.12 | 21.03 | 128.56 | 23.39 | 66.39 | |
| RECE2025.03 | 18.38 | 151.46 | 26.62 | 26.63 | 27.23 | 34.42 | 27.47 | 21.99 | 27.78 | 32.35 | 26.39 | 25.61 | |
| RECE2025.03 | 18.17 | 155.26 | 18.87 | 149.77 | 16.23 | 178.55 | 27.34 | 40.52 | 27.71 | 52.06 | 26.32 | 32.51 |