Full-class forgetting on Iris (test)
93.3AccuracyCertified
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Certified2025.12 | 93.3 | 0.015 | 53.3 | 0.782 | 22.2 | |
| GA2025.12 | 86.7 | -0.044 | 53.3 | 0.88 | 25.2 | |
| Fisher2025.12 | 86.7 | -0.05 | 53.3 | 0.91 | 26.1 | |
| CF-k12025.12 | 83.3 | -0.06 | 50 | 0.903 | 25.9 | |
| SCRUB(+R)Reset Strategy=+R2025.12 | 83.3 | 0.015 | 53.3 | 0.849 | 24.3 | |
| Q-MUL2025.12 | 83.3 | 0.115 | 56.7 | 0.86 | 24.6 | |
| NegGrad+2025.12 | 80 | -0.027 | 56.7 | 0.85 | 24.4 | |
| SCRUB2025.12 | 80 | -0.058 | 53.3 | 0.89 | 25.5 | |
| LCA2025.12 | 76.7 | 0.263 | 60 | 0.627 | 17.7 | |
| ADV-UNIF2025.12 | 76.7 | 0.038 | 53.3 | 0.741 | 21.2 | |
| EU-k12025.12 | 60 | 0.823 | 70 | 0.478 | 12.9 |