LLM Alignment on Honesty
84Truthfulness IndexAlignX
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| AlignXBackbone=DeepSeek-7B2026.02 | 84 | 86.9 | 31.22 | 46.56 | |
| AlignXBackbone=Mistral-7B2026.02 | 82.2 | 84.85 | 30.8 | 45.42 | |
| AlignXBackbone=Gemma-7B2026.02 | 79.05 | 82.1 | 32.35 | 42.93 | |
| TrinityXBackbone=LLaMA-2-7B2026.02 | 63.01 | 85.51 | 2.13 | 48.69 | |
| AlignXBackbone=LLaMA-2-7B2026.02 | 61.45 | 80.8 | 6.19 | 45.35 | |
| H3Fusion2026.02 | 41.1 | 6.8 | 3.2 | 14.9 | |
| Aligner2026.02 | 3.9 | — | — | 1.3 |