Continual Image Classification on Split-MNIST 5 tasks (test)
80.3AccuracyLwF
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LwFhead_type=shared-head, architecture=MLP2026.06 | 80.3 | 23.9 | |
| Spectral Regularizationhead_type=shared-head, architecture=MLP2026.06 | 77.9 | 11.3 | |
| DER++head_type=shared-head, architecture=MLP2026.06 | 65.9 | 42 | |
| Replayhead_type=shared-head, architecture=MLP2026.06 | 56.7 | 53.3 | |
| SIhead_type=shared-head, architecture=MLP2026.06 | 22.2 | 96.4 | |
| EWChead_type=shared-head, architecture=MLP2026.06 | 19.8 | 99.5 | |
| No reghead_type=shared-head, architecture=MLP2026.06 | 19.7 | 99.6 |