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ResearchFormerly WizWand

Task Incremental Learning on 4GLUE

21.3Average Backward Transfer (BWT)DKVB-NP Incremental
5.58569.665313.74517.8247Dec 11, 2024
Updated 7mo ago

Evaluation results

MethodLinks
DKVB-NP IncrementalModel=BERT (frozen)2024.1221.3
DKVB-P IncrementalModel=BERT (frozen)2024.1220.99
DKVB-P OracleModel=BERT (frozen)2024.1220.56
NCLModel=BERT2024.1220
NCLModel=Adapter-BERT2024.1216.05
DKVB-P GenericModel=BERT (frozen)2024.1216
EWCModel=BERT (frozen)2024.1210.84
OWMModel=BERT (frozen)2024.128.23
DKVB-NP GenericModel=BERT (frozen)2024.127.97
DKVB-NP OracleModel=BERT (frozen)2024.127.22
DER++Model=BERT (frozen)2024.127.05
NCLModel=BERT (frozen)2024.126.7
CTRModel=Adapter-BERT2024.126.19