AA-Omniscience Public Non-Hallucination Rate
Safety · 2025-11-17
On the 600-question AA-Omniscience-Public set, the share of non-correct responses that are partial answers or abstentions rather than wrong answers: 100 minus the hallucination rate incorrect / (incorrect + partial + not attempted). Its denominator varies with model accuracy; higher is better.
Top models (higher is better)
| Model | Score |
|---|---|
| LFM3-1.7B | 92.9 |
| LFM2.5-2.6B | 53.7 |
| Qwen3.5-9B | 52.6 |
| Qwen3.5-4B | 13.6 |