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SOTA
Continual Learning
Continual Learning On Dsc 10 Tasks
Continual Learning On Dsc 10 Tasks
评估指标
F1 - macro
评测结果
各个模型在此基准测试上的表现结果
Columns
模型名称
F1 - macro
Paper Title
Repository
CAT
0.8651
Continual Learning of a Mixed Sequence of Similar and Dissimilar Tasks
B-CL
0.7651
Adapting BERT for Continual Learning of a Sequence of Aspect Sentiment Classification Tasks
KAN
0.8123
Continual Learning with Knowledge Transfer for Sentiment Classification
EWC
0.6576
Overcoming catastrophic forgetting in neural networks
CTR
0.8875
Achieving Forgetting Prevention and Knowledge Transfer in Continual Learning
HAT
0.8614
Overcoming catastrophic forgetting with hard attention to the task
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