Metric: F1 - macro (higher is better)
| # | Model↕ | F1 - macro▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | CTR | 0.9523 | No | Achieving Forgetting Prevention and Knowledge Tr... | 2021-12-05 | Code |
| 2 | HAT | 0.9521 | No | Overcoming catastrophic forgetting with hard att... | 2018-01-04 | Code |
| 3 | CAT | 0.9516 | No | Continual Learning of a Mixed Sequence of Simila... | 2021-12-18 | Code |
| 4 | B-CL | 0.9504 | No | Adapting BERT for Continual Learning of a Sequen... | 2021-12-06 | Code |
| 5 | EWC | 0.918 | No | Overcoming catastrophic forgetting in neural net... | 2016-12-02 | Code |
| 6 | LAMOL | 0.4572 | No | LAMOL: LAnguage MOdeling for Lifelong Language L... | 2019-09-07 | Code |