OOD Detection on SST-2 vs 20News far-OOD
0.934AUROCSBA
Evaluation results
| Method | Links | |
|---|---|---|
| SBABackbone=LLaMA-2-7B, Scoring function=predictive entropy2026.02 | 0.934 | |
| Deep-Ens-LoRABackbone=LLaMA-2-7B, Scoring function=predictive entropy2026.02 | 0.921 | |
| Gauss+ProjBackbone=LLaMA-2-7B, Scoring function=predictive entropy2026.02 | 0.901 | |
| Laplace-LoRABackbone=LLaMA-2-7B, Scoring function=predictive entropy2026.02 | 0.892 | |
| LoRABackbone=LLaMA-2-7B, Scoring function=predictive entropy2026.02 | 0.841 |