Machine Unlearning on TOFU 1.0 (forget01)
78.88MU Score
ME_KL
Updated 1mo ago
Evaluation Results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2026.03 | 78.88 | 73.09 | 75.99 | - | - | - | - | - | - | - | - | - | |
2026.03 | 78.45 | 44.22 | 61.33 | - | - | - | - | - | - | - | - | - | |
2026.03 | 78.36 | 77.69 | 78.02 | - | - | - | - | - | - | - | - | - | |
2026.03 | 77.68 | 47.28 | 62.48 | - | - | - | - | - | - | - | - | - | |
2026.03 | 77.13 | 83.08 | 80.1 | - | - | - | - | - | - | - | - | - | |
2026.03 | 76.79 | 82.2 | 79.5 | - | - | - | - | - | - | - | - | - | |
2026.03 | 75.81 | 3.09 | 39.45 | - | - | - | - | - | - | - | - | - | |
2026.03 | 75.69 | 60.29 | 67.99 | - | - | - | - | - | - | - | - | - | |
2026.03 | 75.68 | 42.91 | 59.29 | - | - | - | - | - | - | - | - | - | |
2026.03 | 75.63 | 42.7 | 59.16 | - | - | - | - | - | - | - | - | - | |
2026.03 | 73.82 | 67.04 | 70.43 | - | - | - | - | - | - | - | - | - | |
2026.03 | 73.67 | 52.95 | 63.31 | - | - | - | - | - | - | - | - | - | |
2026.03 | 72.48 | 75.04 | 73.76 | - | - | - | - | - | - | - | - | - | |
2026.03 | 68.2 | 58.89 | 63.55 | - | - | - | - | - | - | - | - | - | |
2026.03 | 67.83 | 68.73 | 68.28 | - | - | - | - | - | - | - | - | - | |
2026.03 | 67.14 | 61.16 | 64.15 | - | - | - | - | - | - | - | - | - | |
2026.03 | 66.94 | 61.03 | 63.99 | - | - | - | - | - | - | - | - | - | |
2026.03 | 66.59 | 69.46 | 68.02 | - | - | - | - | - | - | - | - | - | |
2026.03 | 64.19 | 70.71 | 67.45 | - | - | - | - | - | - | - | - | - | |
2026.03 | 64.1 | 71.14 | 67.62 | - | - | - | - | - | - | - | - | - | |
2025.09 | 52 | - | - | 93 | 48 | 0 | 92 | 48 | 41 | 45 | 75 | 50 | |
2025.09 | 52 | - | - | 43 | 63 | 100 | 91 | 48 | 43 | 45 | 76 | 49 | |
2025.09 | 52 | - | - | 68 | 48 | 0.0042 | 87 | 49 | 43 | 45 | 77 | 49 | |
2025.09 | 52 | - | - | 84 | 51 | 0.0472 | 87 | 47 | 43 | 45 | 76 | 52 | |
2025.09 | 52 | - | - | 68 | 48 | 0.0089 | 90 | 49 | 40 | 45 | 75 | 50 | |
2025.09 | 52 | - | - | 65 | 48 | 0.0128 | 90 | 49 | 42 | 45 | 76 | 50 | |
2025.09 | 52 | - | - | 37 | 61 | 3.06 | 71 | 49 | 43 | 47 | 73 | 53 | |
2025.09 | 52 | - | - | 35 | 47 | 94.3 | 93 | 48 | 41 | 46 | 77 | 49 | |
2025.09 | 51 | - | - | 65 | 49 | 0.006 | 87 | 48 | 42 | 44 | 75 | 49 | |
2025.09 | 51 | - | - | 67 | 49 | 0.0056 | 87 | 48 | 42 | 45 | 75 | 49 | |
2026.03 | 36.25 | 74.98 | 55.62 | - | - | - | - | - | - | - | - | - | |
2025.09 | 0 | - | - | 3 | 78 | 0.0006 | 2 | 16 | 0 | 27 | 1 | 28 | |
2025.09 | 0 | - | - | 4 | 77 | 0.115 | 3 | 17 | 0 | 24 | 2 | 26 |