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SotA/Methodology/Continual Learning/DSC (10 tasks)

Continual Learning on DSC (10 tasks)

Metric: F1 - macro (higher is better)

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#Model↕F1 - macro▼AugmentationsPaperDate↕Code
1CTR0.8875NoAchieving Forgetting Prevention and Knowledge Tr...2021-12-05Code
2CAT0.8651NoContinual Learning of a Mixed Sequence of Simila...2021-12-18Code
3HAT0.8614NoOvercoming catastrophic forgetting with hard att...2018-01-04Code
4KAN0.8123NoContinual Learning with Knowledge Transfer for S...2021-12-18Code
5B-CL0.7651NoAdapting BERT for Continual Learning of a Sequen...2021-12-06Code
6EWC0.6576NoOvercoming catastrophic forgetting in neural net...2016-12-02Code