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ResearchFormerly WizWand

Out-of-Distribution Detection on IMDB

91.09FPRReAct
90.914492.099793.28594.4703Jul 18, 2023
Updated 8mo ago

Evaluation results

MethodLinks
ReActBackbone=BERT2023.0791.09
MSPBackbone=BERT2023.0791.32
ODINBackbone=BERT2023.0791.35
EnergyBackbone=BERT2023.0791.44
DICEBackbone=BERT2023.0791.59
SCL+EnergyBackbone=BERT2023.0792.03
POE+EnergyBackbone=BERT2023.0792.14
POE+MSPBackbone=BERT2023.0792.76
KNN-cosineBackbone=BERT2023.0792.85
KNN-euclideanBackbone=BERT2023.0792.97
SCL+MSPBackbone=BERT2023.0792.97
MCL+MSPBackbone=BERT2023.0793.02
MCL+EnergyBackbone=BERT2023.0793.02
POE+MahaBackbone=BERT2023.0794.14
SCL+MahaBackbone=BERT2023.0794.37
MahaBackbone=BERT2023.0795.48
MCL+MahaBackbone=BERT2023.0795.48