OOD Detection on TACRED
0.89AUROCOE + Gold Data
Evaluation Results
| Method | Links | |
|---|---|---|
| OE + Gold DataTraining objective=OE, Data source=Gold Data, Evaluation setting=Oracle2022.11 | 0.89 | |
| CCL + Gold DataTraining objective=CCL, Data source=Gold Data, Evaluation setting=Oracle2022.11 | 0.631 | |
| OE + Novelty PromptingTraining objective=OE, Data source=Novelty Prompting2022.11 | 0.535 | |
| kFolden2022.11 | 0.531 | |
| CCL + Gold LabelTraining objective=CCL, Data source=Gold Label, Evaluation setting=Oracle2022.11 | 0.512 | |
| CoNAL2022.11 | 0.509 | |
| CCL + Few-ShotTraining objective=CCL, Data source=Few-Shot2022.11 | 0.497 | |
| Vanilla2022.11 | 0.463 | |
| OE + WikitextTraining objective=OE, Data source=Wikitext2022.11 | 0.462 | |
| Contrastive2022.11 | 0.457 | |
| CCL + WikitextTraining objective=CCL, Data source=Wikitext2022.11 | 0.452 | |
| CCL + Zero-ShotTraining objective=CCL, Data source=Zero-Shot2022.11 | 0.442 |