DoRA (Defense Documents) - Completeness (Oracle Evidence): leaderboard
Metric: RAGEval keypoint completeness (%) of grounded answers to the 1,259-question DoRA defense-document test split with the gold evidence passages as context (oracle retrieval): per-question share of the reference answer's keypoints the answer covers correctly, judged by GPT-4o-mini and averaged over questions; higher is better. Source: arxiv.org. Saturation forecast: Estimated already saturated. 8 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Claude 3.5 Haiku | 85.64 |
| 2 | Ministral-8B-Instruct-2410 | 83.69 |
| 3 | GPT-4o Mini | 83.2 |
| 4 | Qwen 2.5 7B Instruct | 81.18 |
| 5 | GPT-4o | 79.57 |
| 6 | GPT-3.5 Turbo | 78.99 |
| 7 | Llama 3.1 8B Instruct | 78.23 |
| 8 | Llama 3 8B Instruct | 77.52 |
Interactive version: theaggregate.ai/benchmark?slug=dora-defense-documents-completeness-oracle-evidence · How It Works · Data refreshed daily, snapshot 2026-10-07.