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ResearchFormerly WizWand

Out-of-Distribution Detection on SST2 (test)

0.7327AUROCPOE+MSP
0.6228760.6513880.67990.708412Jul 18, 2023
Updated 8mo ago

Evaluation results

MethodLinks
POE+MSPBackbone=BERT2023.070.7327
POE+MahaBackbone=BERT2023.070.7303
POE+EnergyBackbone=BERT2023.070.7297
MCL+MahaBackbone=BERT2023.070.7288
MahaBackbone=BERT2023.070.7287
KNN-cosineBackbone=BERT2023.070.7277
KNN-euclideanBackbone=BERT2023.070.7252
SCL+MahaBackbone=BERT2023.070.6782
SCL+MSPBackbone=BERT2023.070.6769
DICEBackbone=BERT2023.070.6568
ODINBackbone=BERT2023.070.6543
MSPBackbone=BERT2023.070.6542
ReActBackbone=BERT2023.070.6542
SCL+EnergyBackbone=BERT2023.070.6523
MCL+MSPBackbone=BERT2023.070.6362
EnergyBackbone=BERT2023.070.6277
MCL+EnergyBackbone=BERT2023.070.6271