| Paper | Code | Average Incremental Accuracy | ModelName | ReleaseDate |
|---|---|---|---|---|
| Do Your Best and Get Enough Rest for Continual Learning | ✓ Link | 79.23 | View-Batch(TCIL) | 2025-03-24 |
| Resolving Task Confusion in Dynamic Expansion Architectures for Class Incremental Learning | ✓ Link | 77.72 | TCIL | 2022-12-29 |
| Resolving Task Confusion in Dynamic Expansion Architectures for Class Incremental Learning | ✓ Link | 76.96 | TCIL-Lite | 2022-12-29 |
| DER: Dynamically Expandable Representation for Class Incremental Learning | ✓ Link | 76.80 | DER(w/o P) | 2021-03-31 |
| Large Scale Incremental Learning | ✓ Link | 73.10 | BiC | 2019-05-30 |
| Maintaining Discrimination and Fairness in Class Incremental Learning | ✓ Link | 72.81 | WA | 2019-11-16 |
| iCaRL: Incremental Classifier and Representation Learning | ✓ Link | 71.14 | iCaRL | 2016-11-23 |
| An Adaptive Random Path Selection Approach for Incremental Learning | ✓ Link | 70.50 | RPSNet | 2019-06-03 |
| PODNet: Pooled Outputs Distillation for Small-Tasks Incremental Learning | ✓ Link | 66.70 | PODNet | 2020-04-28 |
| Learning a Unified Classifier Incrementally via Rebalancing | ✓ Link | 62.77 | UCIR | 2019-06-01 |