Out-of-Distribution Detection on SST2 (test)
0.7327AUROCPOE+MSP
Evaluation Results
| Method | Links | |
|---|---|---|
| POE+MSPBackbone=BERT2023.07 | 0.7327 | |
| POE+MahaBackbone=BERT2023.07 | 0.7303 | |
| POE+EnergyBackbone=BERT2023.07 | 0.7297 | |
| MCL+MahaBackbone=BERT2023.07 | 0.7288 | |
| MahaBackbone=BERT2023.07 | 0.7287 | |
| KNN-cosineBackbone=BERT2023.07 | 0.7277 | |
| KNN-euclideanBackbone=BERT2023.07 | 0.7252 | |
| SCL+MahaBackbone=BERT2023.07 | 0.6782 | |
| SCL+MSPBackbone=BERT2023.07 | 0.6769 | |
| DICEBackbone=BERT2023.07 | 0.6568 | |
| ODINBackbone=BERT2023.07 | 0.6543 | |
| MSPBackbone=BERT2023.07 | 0.6542 | |
| ReActBackbone=BERT2023.07 | 0.6542 | |
| SCL+EnergyBackbone=BERT2023.07 | 0.6523 | |
| MCL+MSPBackbone=BERT2023.07 | 0.6362 | |
| EnergyBackbone=BERT2023.07 | 0.6277 | |
| MCL+EnergyBackbone=BERT2023.07 | 0.6271 |