DoRA (Defense Documents) - Hallucination (GTE Retrieval): leaderboard
Metric: RAGEval keypoint hallucination rate (%) of grounded answers to the 1,259-question DoRA defense-document test split with the top-3 passages retrieved by GTE (gte-multilingual-base) as context: per-question share of the reference answer's keypoints the answer addresses incorrectly, judged by GPT-4o-mini and averaged over questions; lower is better. Source: arxiv.org. Saturation forecast: Estimated already saturated. 8 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | GPT-3.5 Turbo | 3.71 |
| 2 | Llama 3.1 8B Instruct | 4.44 |
| 3 | Qwen 2.5 7B Instruct | 4.65 |
| 4 | Ministral-8B-Instruct-2410 | 4.7 |
| 5 | GPT-4o Mini | 4.92 |
| 6 | Llama 3 8B Instruct | 5.24 |
| 7 | GPT-4o | 5.6 |
| 8 | Claude 3.5 Haiku | 5.87 |
Interactive version: theaggregate.ai/benchmark?slug=dora-defense-documents-hallucination-gte-retrieval · How It Works · Data refreshed daily, snapshot 2026-10-07.