Continual Image Classification on CIFAR-10 Split 5 tasks (test)
32AccuracySpectral Regularization
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Spectral Regularizationhead_type=shared-head, architecture=~200k-param CNN2026.06 | 32 | 51.6 | |
| LwFhead_type=shared-head, architecture=~200k-param CNN2026.06 | 29 | 77.4 | |
| DER++head_type=shared-head, architecture=~200k-param CNN2026.06 | 28.4 | 78.6 | |
| Replayhead_type=shared-head, architecture=~200k-param CNN2026.06 | 21.5 | 82.7 | |
| EWChead_type=shared-head, architecture=~200k-param CNN2026.06 | 18.7 | 88.7 | |
| SIhead_type=shared-head, architecture=~200k-param CNN2026.06 | 17.8 | 85.5 | |
| No reghead_type=shared-head, architecture=~200k-param CNN2026.06 | 17.5 | 85.8 |