Hallucination Detection on HaluEval held-out 50% (test)
69.9AUROCLlama-3-8B
Evaluation results
| Method | Links | |
|---|---|---|
| Llama-3-8BEnsemble Strategy=Best J + Best BB2026.06 | 69.9 | |
| Llama-3-8BEnsemble Strategy=Best J2026.06 | 68.7 | |
| Llama-3-8BEnsemble Strategy=Weighted Avg.2026.06 | 68.3 | |
| Llama-3-8BEnsemble Strategy=Best J + Best WB2026.06 | 66.1 | |
| GPT-4oEnsemble Strategy=Best J + Best BB2026.06 | 58.1 | |
| Gem.-1.5-FlEnsemble Strategy=Best J + Best BB2026.06 | 58.1 | |
| GPT-4oEnsemble Strategy=Best J2026.06 | 57 | |
| Gem.-1.5-FlEnsemble Strategy=Weighted Avg.2026.06 | 56.8 | |
| GPT-4oEnsemble Strategy=Weighted Avg.2026.06 | 56.2 | |
| Gem.-1.5-FlEnsemble Strategy=Best J2026.06 | 54.9 | |
| GPT-4oEnsemble Strategy=Best J + Best WB2026.06 | 54.2 | |
| Gem.-1.5-FlEnsemble Strategy=Best J + Best WB2026.06 | 52.4 |