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ResearchFormerly WizWand

OOD Detection on NEWSTOP5 (test)

81.77AUROCPOE+Maha
70.27873.261576.24579.2285Jul 18, 2023
Updated 8mo ago

Evaluation results

MethodLinks
POE+MahaBackbone=RoBERTa2023.0781.7765.5
SCL+MahaBackbone=RoBERTa2023.0780.9467.76
MCL+MahaBackbone=RoBERTa2023.0780.1966.21
MahaBackbone=RoBERTa2023.0779.7768.73
EnergyBackbone=RoBERTa2023.0775.9175.54
ODINBackbone=RoBERTa2023.0775.675.67
KNN-cosineBackbone=RoBERTa2023.0775.1778.52
KNN-euclideanBackbone=RoBERTa2023.0775.1178.42
DICEBackbone=RoBERTa2023.0774.9584.18
POE+MSPBackbone=RoBERTa2023.0774.6277.08
ReActBackbone=RoBERTa2023.0774.4678.77
POE+EnergyBackbone=RoBERTa2023.0774.3176.07
MSPBackbone=RoBERTa2023.0774.1479.98
SCL+EnergyBackbone=RoBERTa2023.0773.6977.02
MCL+EnergyBackbone=RoBERTa2023.0773.1276.13
MCL+MSPBackbone=RoBERTa2023.0772.8777.56
SCL+MSPBackbone=RoBERTa2023.0770.7279.29