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ResearchFormerly WizWand

Task Incremental Learning on 4GLUE (test)

72.71AccuracyCTR
57.536461.475765.41569.3543Dec 11, 2024
Updated 7mo ago

Evaluation results

MethodLinks
CTRModel=Adapter-BERT2024.1272.7166.42
NCLModel=BERT (frozen)2024.1271.969.1
DER++Model=BERT (frozen)2024.1270.6468.68
DKVB-NP OracleModel=BERT (frozen)2024.1269.6568.92
DKVB-NP GenericModel=BERT (frozen)2024.1268.7965.37
NCLModel=Adapter-BERT2024.1268.7463.86
OWMModel=BERT (frozen)2024.1267.5461.9
EWCModel=BERT (frozen)2024.1266.5458.26
NCLModel=BERT2024.1262.1258.29
DKVB-P GenericModel=BERT (frozen)2024.1261.454.76
DKVB-P IncrementalModel=BERT (frozen)2024.1258.7751.02
DKVB-P OracleModel=BERT (frozen)2024.1258.6551.81
DKVB-NP IncrementalModel=BERT (frozen)2024.1258.1250.14