Natural Language Inference on MNLI Unknown Bias (in-distribution)
84.2AccuracyCE
Evaluation results
| Method | Links | |
|---|---|---|
| CECalibrator=None2021.11 | 84.2 | |
| LMinTempsCalibrator=Temperature Scaling2021.11 | 83.3 | |
| LMinCalibrator=None2021.11 | 83.1 | |
| LMinDirichletCalibrator=Dirichlet2021.11 | 82.7 | |
| PoEDirichletCalibrator=Dirichlet2021.11 | 82.3 | |
| PoETempsCalibrator=Temperature Scaling2021.11 | 82.1 | |
| DRiFtDirichletCalibrator=Dirichlet2021.11 | 81.9 | |
| DRiFtTempsCalibrator=Temperature Scaling2021.11 | 81.5 | |
| InvRDirichletCalibrator=Dirichlet2021.11 | 81.5 | |
| InvRTempsCalibrator=Temperature Scaling2021.11 | 81.4 | |
| PoECalibrator=None2021.11 | 80.7 | |
| DRiFtCalibrator=None2021.11 | 80.2 | |
| InvRCalibrator=None2021.11 | 78.7 |