OOD Detection on NEWSTOP5 (test)
81.77AUROCPOE+Maha
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| POE+MahaBackbone=RoBERTa2023.07 | 81.77 | 65.5 | |
| SCL+MahaBackbone=RoBERTa2023.07 | 80.94 | 67.76 | |
| MCL+MahaBackbone=RoBERTa2023.07 | 80.19 | 66.21 | |
| MahaBackbone=RoBERTa2023.07 | 79.77 | 68.73 | |
| EnergyBackbone=RoBERTa2023.07 | 75.91 | 75.54 | |
| ODINBackbone=RoBERTa2023.07 | 75.6 | 75.67 | |
| KNN-cosineBackbone=RoBERTa2023.07 | 75.17 | 78.52 | |
| KNN-euclideanBackbone=RoBERTa2023.07 | 75.11 | 78.42 | |
| DICEBackbone=RoBERTa2023.07 | 74.95 | 84.18 | |
| POE+MSPBackbone=RoBERTa2023.07 | 74.62 | 77.08 | |
| ReActBackbone=RoBERTa2023.07 | 74.46 | 78.77 | |
| POE+EnergyBackbone=RoBERTa2023.07 | 74.31 | 76.07 | |
| MSPBackbone=RoBERTa2023.07 | 74.14 | 79.98 | |
| SCL+EnergyBackbone=RoBERTa2023.07 | 73.69 | 77.02 | |
| MCL+EnergyBackbone=RoBERTa2023.07 | 73.12 | 76.13 | |
| MCL+MSPBackbone=RoBERTa2023.07 | 72.87 | 77.56 | |
| SCL+MSPBackbone=RoBERTa2023.07 | 70.72 | 79.29 |