Metric: # M Params (higher is better)
| # | Model↕ | # M Params▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | TCIL | 116.54 | No | Resolving Task Confusion in Dynamic Expansion Ar... | 2022-12-29 | Code |
| 2 | DER w/o Pruning | 112.27 | No | DER: Dynamically Expandable Representation for C... | 2021-03-31 | Code |
| 3 | TCIL-Lite | 26.36 | No | Resolving Task Confusion in Dynamic Expansion Ar... | 2022-12-29 | Code |
| 4 | WA | 11.22 | No | Maintaining Discrimination and Fairness in Class... | 2019-11-16 | Code |
| 5 | BiC | 11.22 | No | Large Scale Incremental Learning | 2019-05-30 | Code |
| 6 | E2E | 11.22 | No | End-to-End Incremental Learning | 2018-07-25 | Code |
| 7 | iCaRL | 11.22 | No | iCaRL: Incremental Classifier and Representation... | 2016-11-23 | Code |
| 8 | DyTox | 11.01 | No | DyTox: Transformers for Continual Learning with ... | 2021-11-22 | Code |