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ResearchFormerly WizWand

Domain Incremental Learning on DSC (test)

88.73AccuracyCTR
71.029275.624680.2284.8154Dec 11, 2024
Updated 7mo ago

Evaluation results

MethodLinks
CTRModel=Adapter-BERT2024.1288.7387.98
NCLModel=Adapter-BERT2024.1288.7188.1
NCLModel=BERT2024.1288.587.83
NCLModel=BERT (frozen)2024.1287.4286.58
EWCModel=BERT (frozen)2024.1286.2185.53
OWMModel=BERT (frozen)2024.1286.0685.28
DER++Model=BERT (frozen)2024.1284.382.85
DKVB-NP OracleModel=BERT (frozen)2024.1283.9381.98
DKVB-NP GenericModel=BERT (frozen)2024.1282.1280.97
DKVB-P OracleModel=BERT (frozen)2024.1281.1880.47
DKVB-NP IncrementalModel=BERT (frozen)2024.1280.9979.58
DKVB-P IncrementalModel=BERT (frozen)2024.1274.0968.01
DKVB-P GenericModel=BERT (frozen)2024.1271.7157.75