MPDocBench-Parse - Formula Recognition: leaderboard
Recognition of formulas in multi-page documents as LaTeX; MPDocBench-Parse (Zhou et al., 2026). CDM score from 0 to 100, which compares the rendered formula with the reference; higher is better.
Metric: CDM score (0-100; recognized LaTeX formulas). Source: arxiv.org. Saturation forecast: Estimated already saturated. 19 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | Qwen 3.6 Plus | 88.77 | #217 |
| 2 | Gemini 3.1 Pro (Preview) | 88.37 | #91 |
| 3 | Qwen 3 VL 235B A22B | 84.71 | #477 |
No result here: #1 Claude Fable 5.2, #2 Gemini 4 Carbon, #5 Claude Opus 5.5.
Interactive version: theaggregate.ai/benchmark?slug=mpdocbench-parse-formula-recognition · How It Works · Data refreshed daily, snapshot 2026-11-12.