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ResearchFormerly WizWand

Out-of-Distribution Detection on News (test)

80.7AUROCPOE+Maha
69.717672.568875.4278.2712Jul 18, 2023
Updated 8mo ago

Evaluation results

MethodLinks
POE+MahaBackbone=BERT2023.0780.7
MahaBackbone=BERT2023.0780.35
MCL+MahaBackbone=BERT2023.0780.35
SCL+MahaBackbone=BERT2023.0780.16
POE+EnergyBackbone=BERT2023.0777.96
POE+MSPBackbone=BERT2023.0777.23
SCL+EnergyBackbone=BERT2023.0776.83
MCL+EnergyBackbone=BERT2023.0776.03
SCL+MSPBackbone=BERT2023.0775.88
MCL+MSPBackbone=BERT2023.0775.27
EnergyBackbone=BERT2023.0773.46
KNN-cosineBackbone=BERT2023.0773.26
ReActBackbone=BERT2023.0771.99
DICEBackbone=BERT2023.0771.74
ODINBackbone=BERT2023.0771.52
MSPBackbone=BERT2023.0771.44
KNN-euclideanBackbone=BERT2023.0770.14