Metric: Average Incremental Accuracy (higher is better)
| # | Model↕ | Average Incremental Accuracy▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | View-Batch(DER) | 76.95 | No | Do Your Best and Get Enough Rest for Continual L... | 2025-03-24 | Code |
| 2 | TCIL-Lite | 75.47 | No | Resolving Task Confusion in Dynamic Expansion Ar... | 2022-12-29 | Code |
| 3 | TCIL | 75.11 | No | Resolving Task Confusion in Dynamic Expansion Ar... | 2022-12-29 | Code |
| 4 | DER(ResNet-18) | 73.98 | No | DER: Dynamically Expandable Representation for C... | 2021-03-31 | Code |
| 5 | FOSTER | 70.65 | No | FOSTER: Feature Boosting and Compression for Cla... | 2022-04-10 | Code |