OOD Detection on SST-2 vs IMDB near-OOD
0.761AUROCSBA
Evaluation results
| Method | Links | |
|---|---|---|
| SBABackbone=LLaMA-2-7B, Scoring function=predictive entropy2026.02 | 0.761 | |
| Deep-Ens-LoRABackbone=LLaMA-2-7B, Scoring function=predictive entropy2026.02 | 0.738 | |
| Gauss+ProjBackbone=LLaMA-2-7B, Scoring function=predictive entropy2026.02 | 0.712 | |
| Laplace-LoRABackbone=LLaMA-2-7B, Scoring function=predictive entropy2026.02 | 0.694 | |
| LoRABackbone=LLaMA-2-7B, Scoring function=predictive entropy2026.02 | 0.623 |