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ResearchFormerly WizWand

Out-of-Distribution Detection on IMDB (test)

62.41AUROCPOE+MSP
58.385259.430160.47561.5199Jul 18, 2023
Updated 8mo ago

Evaluation results

MethodLinks
POE+MSPBackbone=RoBERTa2023.0762.4192.33
SCL+MSPBackbone=RoBERTa2023.0762.3492.2
SCL+EnergyBackbone=RoBERTa2023.0762.2892.13
POE+EnergyBackbone=RoBERTa2023.0762.0192.09
SCL+MahaBackbone=RoBERTa2023.0761.2993.67
POE+MahaBackbone=RoBERTa2023.0761.1593.79
MahaBackbone=RoBERTa2023.0760.4893.96
MCL+MahaBackbone=RoBERTa2023.0760.4693.43
DICEBackbone=RoBERTa2023.0759.8892.54
ReActBackbone=RoBERTa2023.0759.8392.91
ODINBackbone=RoBERTa2023.0759.5792.85
MSPBackbone=RoBERTa2023.0759.5292.97
KNN-cosineBackbone=RoBERTa2023.0759.1592.32
EnergyBackbone=RoBERTa2023.0759.1192.56
MCL+MSPBackbone=RoBERTa2023.0759.0992.44
MCL+EnergyBackbone=RoBERTa2023.0758.6392.44
KNN-euclideanBackbone=RoBERTa2023.0758.5492.5