Out-of-Distribution Detection on CLINC SMALL (test)
96.85AUROCPOE+Energy
Evaluation Results
| Method | Links | |
|---|---|---|
| POE+EnergyBackbone=BERT2023.07 | 96.85 | |
| MCL+EnergyBackbone=BERT2023.07 | 96.82 | |
| MahaBackbone=BERT2023.07 | 96.81 | |
| MCL+MahaBackbone=BERT2023.07 | 96.81 | |
| SCL+MahaBackbone=BERT2023.07 | 96.8 | |
| SCL+EnergyBackbone=BERT2023.07 | 96.71 | |
| EnergyBackbone=BERT2023.07 | 96.35 | |
| POE+MahaBackbone=BERT2023.07 | 96.19 | |
| KNN-cosineBackbone=BERT2023.07 | 96.03 | |
| KNN-euclideanBackbone=BERT2023.07 | 96.02 | |
| ODINBackbone=BERT2023.07 | 96.01 | |
| ReActBackbone=BERT2023.07 | 96.01 | |
| POE+MSPBackbone=BERT2023.07 | 95.92 | |
| SCL+MSPBackbone=BERT2023.07 | 95.42 | |
| MCL+MSPBackbone=BERT2023.07 | 95.22 | |
| MSPBackbone=BERT2023.07 | 95.14 | |
| DICEBackbone=BERT2023.07 | 95.02 |