Class-Incremental Learning on CIFAR-100 5 tasks (test)
69.9ANUpper Bound
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Upper BoundReplay Data=None2021.06 | 69.9 | 100 | |
| Upper BoundReplay Data=None2021.06 | 69.9 | 100 | |
| Upper BoundReplay Data=None2021.06 | 69.9 | 100 | |
| BiCReplay Data=Coreset2021.06 | 53.7 | 87.5 | |
| Always Be DreamingReplay Data=Synthetic2021.06 | 43.9 | 78.6 | |
| Always Be DreamingReplay Data=Synthetic2021.06 | 43.9 | 78.6 | |
| Always Be DreamingReplay Data=Synthetic2021.06 | 43.9 | 78.6 | |
| LwFReplay Data=Coreset2021.06 | 39.4 | 79 | |
| Naive RehearsalReplay Data=Coreset2021.06 | 34 | 73.4 | |
| LwF.MCReplay Data=None2021.06 | 32.5 | 69.8 | |
| DeepInversionReplay Data=Synthetic2021.06 | 18.8 | 53.2 | |
| DeepInversionReplay Data=Synthetic2021.06 | 18.8 | 53.2 | |
| LwFReplay Data=None2021.06 | 17 | 49.5 | |
| LwFReplay Data=None2021.06 | 17 | 49.5 | |
| LwFReplay Data=Synthetic2021.06 | 16.7 | 49.8 | |
| LwFReplay Data=Synthetic2021.06 | 16.7 | 49.8 | |
| BaseReplay Data=None2021.06 | 16.4 | 48.9 | |
| BaseReplay Data=None2021.06 | 16.4 | 48.9 | |
| DGRReplay Data=Generator2021.06 | 14.4 | 45.5 | |
| DGRReplay Data=Generator2021.06 | 14.4 | 45.5 |