Subset Forgetting on MNIST (test)
77.2AccCertified
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Certified2025.12 | 77.2 | -0.015 | 85 | 0.26 | 0.089 | |
| NegGrad+2025.12 | 77 | -0.01 | 85.1 | 0.27 | 0.091 | |
| SCRUB2025.12 | 76.8 | -0.012 | 84 | 0.268 | 0.092 | |
| GA2025.12 | 76.5 | -0.022 | 85 | 0.265 | 0.09 | |
| CF-k1k=12025.12 | 76 | -0.018 | 84.6 | 0.274 | 0.093 | |
| SCRUB(+R)reinitialization=true2025.12 | 74.8 | -0.3 | 84.6 | 0.29 | 0.1 | |
| LCA2025.12 | 74.5 | 0.052 | 84 | 0.315 | 0.11 | |
| Fisher2025.12 | 74 | 0.045 | 84.2 | 0.28 | 0.095 | |
| ADV-UNIF2025.12 | 73.8 | 0.06 | 84.5 | 0.32 | 0.115 | |
| EU-k1k=12025.12 | 73.5 | -0.34 | 85.5 | 0.33 | 0.12 | |
| Q-MUL2025.12 | 73.2 | -0.04 | 83.2 | 0.3 | 0.105 |