Short-form Question Answering on Trivia QA
85.9AUROCRewarding Doubt*
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Rewarding Doubt*Category=Literature SOTA2025.05 | 85.9 | 2.2 | |
| Self-ConsCategory=Baselines2025.05 | 73.4 | 12.2 | |
| LOVEC-DPOCategory=Our Methods2025.05 | 71.2 | 6.9 | |
| LOVEC-GRPOCategory=Our Methods2025.05 | 69.2 | 6.3 | |
| p(true)Category=Baselines2025.05 | 60.1 | 21.1 | |
| LOVEC-SFTCategory=Our Methods2025.05 | 56.3 | 2 | |
| Self-VerbCategory=Baselines2025.05 | 50 | 69.3 |