Out-of-Distribution Detection on SST2
88.52FPRPOE+Energy
Evaluation Results
| Method | Links | |
|---|---|---|
| POE+EnergyBackbone=BERT2023.07 | 88.52 | |
| POE+MSPBackbone=BERT2023.07 | 88.69 | |
| MahaBackbone=BERT2023.07 | 88.77 | |
| MCL+MahaBackbone=BERT2023.07 | 88.77 | |
| SCL+MahaBackbone=BERT2023.07 | 89.87 | |
| POE+MahaBackbone=BERT2023.07 | 90.14 | |
| SCL+MSPBackbone=BERT2023.07 | 90.71 | |
| ODINBackbone=BERT2023.07 | 91.01 | |
| MSPBackbone=BERT2023.07 | 91.03 | |
| ReActBackbone=BERT2023.07 | 91.03 | |
| DICEBackbone=BERT2023.07 | 91.33 | |
| MCL+MSPBackbone=BERT2023.07 | 92.64 | |
| KNN-euclideanBackbone=BERT2023.07 | 93.59 | |
| KNN-cosineBackbone=BERT2023.07 | 93.64 | |
| MCL+EnergyBackbone=BERT2023.07 | 94.08 | |
| SCL+EnergyBackbone=BERT2023.07 | 95.3 | |
| EnergyBackbone=BERT2023.07 | 97.87 |