OOD Detection on AGNews
0.988AUROCOE + Gold Data
Evaluation Results
| Method | Links | |
|---|---|---|
| OE + Gold DataTraining objective=OE, Data source=Gold Data, Evaluation setting=Oracle2022.11 | 0.988 | |
| CCL + Gold DataTraining objective=CCL, Data source=Gold Data, Evaluation setting=Oracle2022.11 | 0.917 | |
| OE + Novelty PromptingTraining objective=OE, Data source=Novelty Prompting2022.11 | 0.855 | |
| CCL + Gold LabelTraining objective=CCL, Data source=Gold Label, Evaluation setting=Oracle2022.11 | 0.849 | |
| CoNAL2022.11 | 0.826 | |
| CCL + Few-ShotTraining objective=CCL, Data source=Few-Shot2022.11 | 0.805 | |
| CCL + Zero-ShotTraining objective=CCL, Data source=Zero-Shot2022.11 | 0.788 | |
| OE + WikitextTraining objective=OE, Data source=Wikitext2022.11 | 0.783 | |
| CCL + WikitextTraining objective=CCL, Data source=Wikitext2022.11 | 0.781 | |
| Contrastive2022.11 | 0.765 | |
| Vanilla2022.11 | 0.764 | |
| kFolden2022.11 | 0.725 |