ResearchQA (Open Paper) - Citation Precision: leaderboard
ResearchQA (2026) asks citation-grounded questions about single open-access scientific papers, run here through the Open Paper chat-with-paper harness on a 100-question sample. Citation precision is the percent of cited passages that fall in a section the answer requires; higher is better.
Metric: Citation precision (%; share of cited passages that match an alternative in a required section, citation-grounded answers from the Open Paper chat-with-paper harness to a 100-row evenly spaced sample of 6,211 single-paper questions over 494 open-access papers, citations checked by a normalizing substring matcher against the extracted paper text; higher is better). Source: arxiv.org. Saturation forecast: Not forecast. 8 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | GPT-4.1 | 77.6 | #495 |
| 2 | GLM-4.7 | 74.4 | #366 |
| 3 | Gemini 3.1 Pro (Preview) | 72.3 | #94 |
| 4 | Claude Haiku 4.5 | 71.6 | #568 |
| 5 | GPT-OSS-120B | 66 | #700 |
| 6 | GPT-5.4 | 64.7 | #123 |
| 7 | Claude Opus 4.7 | 56.9 | #79 |
| 8 | Gemini 3 Flash (Preview) | 49.1 | #144 |
No result here: #1 Claude Fable 5.2, #2 Gemini 4 Carbon, #5 Claude Opus 5.5.
Interactive version: theaggregate.ai/benchmark?slug=researchqa-open-paper-citation-precision · How It Works · Data refreshed daily, snapshot 2026-11-13.