Class Unlearning on Tiny-ImageNet (test)
96.72Df (Degree of Forgetting)
Original
Updated 4d ago
Evaluation Results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
2025.04 | 96.72 | 96.47 | 90.3 | 90.24 | 6.34 | 17.52 | 55.8 | - | - | - | - | |
2025.04 | 96.72 | 96.47 | 90.3 | 90.24 | 6.34 | 17.52 | - | - | - | - | - | |
2025.12 | 64.52 | 63.49 | - | - | - | - | 0 | - | - | - | - | |
2025.04 | 20.58 | 96.95 | 18.77 | 84.55 | 87.31 | 82.86 | 59.4 | - | - | - | - | |
2025.04 | 11.25 | 14.52 | 10.03 | 14.54 | 24.96 | 25.03 | 60.07 | - | - | - | - | |
2025.04 | 5.13 | 5.76 | 5.57 | 5.71 | 10.86 | 10.76 | 52.9 | - | - | - | - | |
2025.04 | 0.14 | 96.4 | 0 | 90.51 | 98.1 | 95.02 | - | - | - | - | - | |
2025.04 | 0.12 | 94.94 | 0 | 89.36 | 97.35 | 94.38 | - | - | - | - | - | |
2025.04 | 0.1 | 96.36 | 0.03 | 90.57 | 98.1 | 95.03 | 50.2 | - | - | - | - | |
2025.04 | 0 | 96.93 | 0 | 86.02 | 98.44 | 92.48 | 51.33 | - | - | - | - | |
2025.04 | 0 | 0.56 | 0 | 0.56 | 1.11 | 1.11 | 48.57 | - | - | - | - | |
2025.04 | 0 | 95.62 | 0 | 89.76 | 97.76 | 94.6 | 49.03 | - | - | - | - | |
2025.04 | 0 | 96.49 | 0 | 90.57 | 98.21 | 95.05 | 56.73 | - | - | - | - | |
2025.12 | 0 | 63.32 | - | - | - | - | 100 | - | - | - | - | |
2025.12 | 0 | 58.92 | - | - | - | - | 83.62 | - | - | - | - | |
2025.12 | 0 | 41.58 | - | - | - | - | 83.55 | - | - | - | - | |
2025.12 | 0 | 62.31 | - | - | - | - | 87.73 | - | - | - | - | |
2025.12 | 0 | 62.78 | - | - | - | - | 100 | - | - | - | - | |
2025.12 | 0 | 62.84 | - | - | - | - | 100 | - | - | - | - | |
2025.12 | - | - | - | - | - | - | - | 58.26 | - | - | - | |
2025.12 | - | - | - | - | - | - | - | 55.71 | - | - | - | |
2025.12 | - | - | - | - | - | - | - | 55.3 | - | - | - | |
2025.12 | - | - | - | - | - | - | - | 47.74 | - | - | - | |
2025.12 | - | - | - | - | - | - | - | 57.13 | - | - | - | |
2025.12 | - | - | - | - | - | - | - | 54.68 | - | - | - | |
2025.12 | - | - | - | - | - | - | - | 54.98 | - | - | - | |
2025.12 | - | - | - | - | - | - | - | 51.18 | - | - | - | |
2025.12 | - | - | - | - | - | - | - | 59.6 | - | - | - | |
2025.12 | - | - | - | - | - | - | - | 56.16 | - | - | - | |
2026.01 | - | - | - | - | - | - | - | - | 59.7 | 0 | 0 | |
2026.01 | - | - | - | - | - | - | - | - | 55.8 | 7.6 | 2.5 | |
2026.01 | - | - | - | - | - | - | - | - | 58.9 | 58.2 | 1.87 | |
2026.01 | - | - | - | - | - | - | - | - | 48.9 | 0 | 2.11 | |
2026.01 | - | - | - | - | - | - | - | - | 46.9 | 46.3 | 4.91 | |
2026.01 | - | - | - | - | - | - | - | - | 56 | 8.4 | 2.5 | |
2026.01 | - | - | - | - | - | - | - | - | 58.7 | 0.6 | 1.8 | |
2026.01 | - | - | - | - | - | - | - | - | 47.9 | 22 | 4.17 | |
2026.01 | - | - | - | - | - | - | - | - | 0.5 | 0 | 21.77 | |
2026.01 | - | - | - | - | - | - | - | - | 45.5 | 34 | 2.2 | |
2026.01 | - | - | - | - | - | - | - | - | 51.6 | 0.5 | 1.98 |