Hallucination Detection on PopQA held-out 50% (test)
85.7AUROCGPT-4o
Evaluation results
| Method | Links | |
|---|---|---|
| GPT-4oEnsemble Strategy=Weighted Avg.2026.06 | 85.7 | |
| GPT-4oEnsemble Strategy=Best J + Best WB2026.06 | 84.6 | |
| GPT-4oEnsemble Strategy=Best J + Best BB2026.06 | 84.1 | |
| Llama-3-8BEnsemble Strategy=Weighted Avg.2026.06 | 79.9 | |
| Llama-3-8BEnsemble Strategy=Best J + Best WB2026.06 | 79.8 | |
| Llama-3-8BEnsemble Strategy=Best J + Best BB2026.06 | 79.8 | |
| GPT-4oEnsemble Strategy=Best J2026.06 | 78.9 | |
| Llama-3-8BEnsemble Strategy=Best J2026.06 | 78.7 | |
| Gem.-1.5-FlEnsemble Strategy=Best J + Best BB2026.06 | 75.3 | |
| Gem.-1.5-FlEnsemble Strategy=Weighted Avg.2026.06 | 75.1 | |
| Gem.-1.5-FlEnsemble Strategy=Best J + Best WB2026.06 | 70.9 | |
| Gem.-1.5-FlEnsemble Strategy=Best J2026.06 | 68.1 |