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Class Incremental Learning on 20NG (test)

97.06AccuracyDKVB-NP Oracle
52.225663.865375.50587.1447Dec 11, 2024
Updated 7mo ago

Evaluation results

MethodLinks
DKVB-NP OracleModel=BERT (frozen)2024.1297.0695.84
EWCModel=BERT (frozen)2024.1296.896.8
NCLModel=BERT (frozen)2024.1296.3596.31
DKVB-NP GenericModel=BERT (frozen)2024.1296.396.27
CTRModel=Adapter-BERT2024.1295.5395.52
DKVB-P OracleModel=BERT (frozen)2024.1295.2295.09
DKVB-P GenericModel=BERT (frozen)2024.1292.7692.73
OWMModel=BERT (frozen)2024.1288.888.16
NCLModel=Adapter-BERT2024.1265.6158.62
DER++Model=BERT (frozen)2024.1259.6847.62
DKVB-NP IncrementalModel=BERT (frozen)2024.1259.6754.58
DKVB-P IncrementalModel=BERT (frozen)2024.1257.8152.89
NCLModel=BERT2024.1253.9538.94