Full-class forgetting on MNIST (test)
73.5AccuracyCertified
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Certified2025.12 | 73.5 | 0.01 | 69 | 0.35 | 0.135 | |
| GA2025.12 | 72 | -0.06 | 65 | 0.42 | 0.16 | |
| Fisher2025.12 | 71 | -0.072 | 64.5 | 0.45 | 0.175 | |
| SCRUBmode=+R2025.12 | 71 | 0.005 | 66.5 | 0.395 | 0.15 | |
| SCRUB2025.12 | 70.5 | -0.07 | 65 | 0.455 | 0.178 | |
| CF-k12025.12 | 70 | -0.065 | 66 | 0.435 | 0.17 | |
| LCA2025.12 | 70 | 0.25 | 70 | 0.38 | 0.145 | |
| NegGrad+2025.12 | 69.5 | -0.055 | 65.5 | 0.44 | 0.165 | |
| ADV-UNIF2025.12 | 68 | 0.03 | 67 | 0.405 | 0.155 | |
| Q-MUL2025.12 | 66 | 0.11 | 66 | 0.48 | 0.19 | |
| EU-k12025.12 | 48 | 0.8 | 71 | 0.31 | 0.11 |