Continual Learning On 20Newsgroup 10 Tasks

F1 - macro

評価結果

このベンチマークにおける各モデルのパフォーマンス結果

モデル名	F1 - macro	Paper Title	Repository
CAT	0.9516	Continual Learning of a Mixed Sequence of Similar and Dissimilar Tasks	-
B-CL	0.9504	Adapting BERT for Continual Learning of a Sequence of Aspect Sentiment Classification Tasks	-
LAMOL	0.4572	LAMOL: LAnguage MOdeling for Lifelong Language Learning	-
EWC	0.9180	Overcoming catastrophic forgetting in neural networks	-
CTR	0.9523	Achieving Forgetting Prevention and Knowledge Transfer in Continual Learning	-
HAT	0.9521	Overcoming catastrophic forgetting with hard attention to the task	-

0 of 6 row(s) selected.