Uncertainty Estimation on Aggregate (Cola, GEmot, IMDB, News, SST5, Toxigen, YELP)
8.4ECEALIEN
Evaluation Results
| Method | Links | |
|---|---|---|
| ALIENCategory=Probability based2025.05 | 8.4 | |
| SR2025.05 | 9.4 | |
| Linear probingLayer=Last2025.05 | 9.9 | |
| Attention poolingLayer=Last2025.05 | 10.3 | |
| Linear probingLayer=Begin2025.05 | 10.5 | |
| Attention poolingLayer=Mid2025.05 | 10.5 | |
| Linear probingLayer=Mid2025.05 | 10.8 | |
| Attention poolingLayer=Begin2025.05 | 12.2 | |
| EntropyCategory=Probability based2025.05 | 12.6 | |
| MDRCategory=Mahalanobis distance2025.05 | 14.9 | |
| MDCategory=Mahalanobis distance2025.05 | 19.2 | |
| MDMCategory=Mahalanobis distance2025.05 | 19.3 | |
| RDECategory=Mahalanobis distance2025.05 | 20.7 |