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ResearchFormerly WizWand

OOD Detection on SST2 (test)

0.9276AUROCPOE+Maha
0.5508080.6486290.746450.844271Jul 18, 2023
Updated 8mo ago

Evaluation results

MethodLinks
POE+MahaBackbone=RoBERTa2023.070.92760.3684
MCL+MahaBackbone=RoBERTa2023.070.90160.6016
SCL+MahaBackbone=RoBERTa2023.070.75420.8248
KNN-euclideanBackbone=RoBERTa2023.070.74480.9063
KNN-cosineBackbone=RoBERTa2023.070.74160.9075
POE+EnergyBackbone=RoBERTa2023.070.70740.8814
POE+MSPBackbone=RoBERTa2023.070.70050.9163
DICEBackbone=RoBERTa2023.070.68490.913
ReActBackbone=RoBERTa2023.070.67070.9275
MSPBackbone=RoBERTa2023.070.67060.9275
ODINBackbone=RoBERTa2023.070.67050.9281
MahaBackbone=RoBERTa2023.070.64640.9353
MCL+MSPBackbone=RoBERTa2023.070.62230.8995
MCL+EnergyBackbone=RoBERTa2023.070.61660.8976
EnergyBackbone=RoBERTa2023.070.61530.9299
SCL+MSPBackbone=RoBERTa2023.070.59360.9469
SCL+EnergyBackbone=RoBERTa2023.070.56530.9493