Out-of-Distribution Detection on IMDB
91.09FPRReAct
Evaluation Results
| Method | Links | |
|---|---|---|
| ReActBackbone=BERT2023.07 | 91.09 | |
| MSPBackbone=BERT2023.07 | 91.32 | |
| ODINBackbone=BERT2023.07 | 91.35 | |
| EnergyBackbone=BERT2023.07 | 91.44 | |
| DICEBackbone=BERT2023.07 | 91.59 | |
| SCL+EnergyBackbone=BERT2023.07 | 92.03 | |
| POE+EnergyBackbone=BERT2023.07 | 92.14 | |
| POE+MSPBackbone=BERT2023.07 | 92.76 | |
| KNN-cosineBackbone=BERT2023.07 | 92.85 | |
| KNN-euclideanBackbone=BERT2023.07 | 92.97 | |
| SCL+MSPBackbone=BERT2023.07 | 92.97 | |
| MCL+MSPBackbone=BERT2023.07 | 93.02 | |
| MCL+EnergyBackbone=BERT2023.07 | 93.02 | |
| POE+MahaBackbone=BERT2023.07 | 94.14 | |
| SCL+MahaBackbone=BERT2023.07 | 94.37 | |
| MahaBackbone=BERT2023.07 | 95.48 | |
| MCL+MahaBackbone=BERT2023.07 | 95.48 |