Machine Unlearning on MNIST
99.59Model Accuracy
ManiF-SMC
Updated 9d ago
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
2026.05 | 99.59 | - | - | - | - | 0.62 | - | - | 1.482 | |
2026.05 | 99.49 | - | - | - | - | 0.63 | - | - | 470.4 | |
2026.05 | 99.4 | - | - | - | - | 0.59 | - | - | 1.486 | |
2026.05 | 99.39 | - | - | - | - | 0.535 | - | - | 0.354 | |
2026.05 | 99.37 | - | - | - | - | 0.57 | - | - | 0.201 | |
2026.05 | 99.37 | - | - | - | - | 0.55 | - | - | 1.839 | |
2026.05 | 99.31 | - | - | - | - | 0.535 | - | - | 1.832 | |
2026.05 | 99.3 | - | - | - | - | 0.56 | - | - | 0.198 | |
2026.05 | 99.28 | - | - | - | - | 0.51 | - | - | 0.342 | |
2026.05 | 99.24 | - | - | - | - | 0.56 | - | - | 464.9 | |
2026.05 | 99.08 | - | - | - | - | 0.6 | - | - | 0.22 | |
2026.05 | 99.01 | - | - | - | - | 0.645 | - | - | 0.202 | |
2026.02 | 98.22 | 0 | - | - | 0 | - | - | - | - | |
2026.02 | 97.32 | 0 | - | - | 0 | 0.507 | - | - | - | |
2026.02 | 97.1 | 0 | - | - | 0 | - | - | - | - | |
2026.01 | 96.38 | - | 0 | 8.52 | - | - | - | - | - | |
2026.02 | 96.1 | 0 | - | - | 0 | - | - | - | - | |
2026.01 | 96.04 | - | 0 | 5.08 | - | - | - | - | - | |
2026.01 | 95.86 | 0.199 | 0.182 | 3.31 | - | - | - | - | - | |
2026.01 | 95.3 | 0.398 | 0.331 | 2.87 | - | - | - | - | - | |
2026.01 | 94.67 | 0.221 | 0.2 | 2.11 | - | - | - | - | - | |
2026.01 | 94.65 | 0.902 | 0.8 | 1.56 | - | - | - | - | - | |
2026.01 | 94.56 | 0.597 | 0.453 | 1.89 | - | - | - | - | - | |
2026.01 | 93.93 | 0.504 | 0.5 | 2.14 | - | - | - | - | - | |
2026.02 | 89.33 | 0.015 | - | - | 0.024 | 0.514 | - | - | - | |
2026.02 | 89.06 | 0.029 | - | - | 0.011 | - | - | - | - | |
2026.02 | 89.02 | 0.044 | - | - | 0.018 | - | - | - | - | |
2026.02 | 89.02 | 0.038 | - | - | 0.015 | - | - | - | - | |
2026.02 | 88.94 | 0.352 | - | - | 0.451 | - | - | - | - | |
2026.02 | 88.93 | 0.052 | - | - | 0.025 | - | - | - | - | |
2026.02 | 88.91 | 0.068 | - | - | 0.029 | - | - | - | - | |
2026.02 | 88.89 | 0.067 | - | - | 0.031 | - | - | - | - | |
2026.02 | 88.88 | 0.074 | - | - | 0.032 | - | - | - | - | |
2026.02 | 88.85 | 0.081 | - | - | 0.036 | - | - | - | - | |
2026.02 | 88.81 | 0.361 | - | - | 0.355 | - | - | - | - | |
2026.02 | 88.79 | 0.102 | - | - | 0.048 | - | - | - | - | |
2026.02 | 88.78 | 0.089 | - | - | 0.047 | - | - | - | - | |
2026.02 | 88.74 | 0.104 | - | - | 0.058 | - | - | - | - | |
2026.02 | 88.72 | 0.096 | - | - | 0.054 | - | - | - | - | |
2026.02 | 88.7 | 0.105 | - | - | 0.059 | - | - | - | - | |
2026.02 | 88.67 | 0.373 | - | - | 0.46 | - | - | - | - | |
2026.02 | 88.63 | 0.128 | - | - | 0.074 | - | - | - | - | |
2026.02 | 88.61 | 0.138 | - | - | 0.077 | - | - | - | - | |
2026.02 | 88.55 | 0.142 | - | - | 0.089 | - | - | - | - | |
2026.02 | 88.51 | 0.167 | - | - | 0.098 | - | - | - | - | |
2026.02 | 88.44 | 0.221 | - | - | 0.135 | - | - | - | - | |
2026.01 | 88.19 | - | 0 | 2.03 | - | - | - | - | - | |
2026.02 | 87.98 | 0.084 | - | - | 0.133 | 0.598 | - | - | - | |
2026.02 | 87.95 | 0.07 | - | - | 0.113 | 0.584 | - | - | - | |
2026.02 | 87.15 | 0.043 | - | - | 0.066 | 0.542 | - | - | - | |
2026.02 | 87.08 | 0.056 | - | - | 0.098 | 0.568 | - | - | - | |
2026.02 | 87.05 | 0.067 | - | - | 0.109 | 0.577 | - | - | - | |
2026.02 | 86.12 | 0.049 | - | - | 0.079 | 0.551 | - | - | - | |
2026.01 | 81.73 | 2 | 0 | 27.31 | - | - | - | - | - | |
2026.01 | 75.94 | 2 | 0 | 23.66 | - | - | - | - | - | |
2026.01 | 48.02 | 2 | 0 | 2.33 | - | - | - | - | - | |
2024.08 | - | - | - | 93.1 | - | - | 25 | 95.16 | - | |
2024.08 | - | - | - | 93.65 | - | - | 17 | 95.37 | - | |
2024.08 | - | - | - | 93.73 | - | - | 21 | 95.42 | - | |
2024.08 | - | - | - | 93.85 | - | - | 21 | 95.37 | - | |
2024.08 | - | - | - | 95.05 | - | - | 20 | 95.31 | - | |
2024.08 | - | - | - | 93.22 | - | - | 24 | 95.28 | - |