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ResearchFormerly WizWand

Out-of-Distribution Detection on Yelp

16.39FPRPOE+Maha
14.262828.621442.9857.3386Jul 18, 2023
Updated 8mo ago

Evaluation results

MethodLinks
POE+MahaBackbone=BERT2023.0716.39
MahaBackbone=BERT2023.0716.97
MCL+MahaBackbone=BERT2023.0716.97
SCL+MahaBackbone=BERT2023.0727.85
POE+EnergyBackbone=BERT2023.0767.36
POE+MSPBackbone=BERT2023.0767.91
MCL+EnergyBackbone=BERT2023.0767.92
MCL+MSPBackbone=BERT2023.0768.05
KNN-cosineBackbone=BERT2023.0768.21
EnergyBackbone=BERT2023.0768.56
SCL+MSPBackbone=BERT2023.0768.64
KNN-euclideanBackbone=BERT2023.0768.79
DICEBackbone=BERT2023.0768.85
SCL+EnergyBackbone=BERT2023.0768.87
ODINBackbone=BERT2023.0769.47
MSPBackbone=BERT2023.0769.57
ReActBackbone=BERT2023.0769.57