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SOTA
Continual Learning
Continual Learning On Dsc 10 Tasks
Continual Learning On Dsc 10 Tasks
Metrics
F1 - macro
Results
Performance results of various models on this benchmark
Columns
Model Name
F1 - macro
Paper Title
CTR
0.8875
Achieving Forgetting Prevention and Knowledge Transfer in Continual Learning
CAT
0.8651
Continual Learning of a Mixed Sequence of Similar and Dissimilar Tasks
HAT
0.8614
Overcoming catastrophic forgetting with hard attention to the task
KAN
0.8123
Continual Learning with Knowledge Transfer for Sentiment Classification
B-CL
0.7651
Adapting BERT for Continual Learning of a Sequence of Aspect Sentiment Classification Tasks
EWC
0.6576
Overcoming catastrophic forgetting in neural networks
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Continual Learning On Dsc 10 Tasks | SOTA | HyperAI