Out-of-Distribution Detection on IMDB (test)
62.41AUROCPOE+MSP
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| POE+MSPBackbone=RoBERTa2023.07 | 62.41 | 92.33 | |
| SCL+MSPBackbone=RoBERTa2023.07 | 62.34 | 92.2 | |
| SCL+EnergyBackbone=RoBERTa2023.07 | 62.28 | 92.13 | |
| POE+EnergyBackbone=RoBERTa2023.07 | 62.01 | 92.09 | |
| SCL+MahaBackbone=RoBERTa2023.07 | 61.29 | 93.67 | |
| POE+MahaBackbone=RoBERTa2023.07 | 61.15 | 93.79 | |
| MahaBackbone=RoBERTa2023.07 | 60.48 | 93.96 | |
| MCL+MahaBackbone=RoBERTa2023.07 | 60.46 | 93.43 | |
| DICEBackbone=RoBERTa2023.07 | 59.88 | 92.54 | |
| ReActBackbone=RoBERTa2023.07 | 59.83 | 92.91 | |
| ODINBackbone=RoBERTa2023.07 | 59.57 | 92.85 | |
| MSPBackbone=RoBERTa2023.07 | 59.52 | 92.97 | |
| KNN-cosineBackbone=RoBERTa2023.07 | 59.15 | 92.32 | |
| EnergyBackbone=RoBERTa2023.07 | 59.11 | 92.56 | |
| MCL+MSPBackbone=RoBERTa2023.07 | 59.09 | 92.44 | |
| MCL+EnergyBackbone=RoBERTa2023.07 | 58.63 | 92.44 | |
| KNN-euclideanBackbone=RoBERTa2023.07 | 58.54 | 92.5 |