Class-incremental learning on Tiny ImageNet 20 tasks, 5 classes per task (test)
55.5AN ScoreUpper Bound
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Upper BoundReplay Data=None2021.06 | 55.5 | 100 | |
| BiCReplay Data=Coreset2021.06 | 17.4 | 59.8 | |
| E2EReplay Data=Coreset2021.06 | 16.9 | 56.3 | |
| Always Be DreamingReplay Data=Synthetic2021.06 | 12.1 | 49.3 | |
| LwFReplay Data=Coreset2021.06 | 6.9 | 39.7 | |
| Naive RehearsalReplay Data=Coreset2021.06 | 6.6 | 37.7 |