MPDocBench-Parse - Figure Extraction: leaderboard
Locating the figures of multi-page documents; MPDocBench-Parse (Zhou et al., 2026). F1 from 0 to 100 on figure boxes matched by overlap, averaged over documents; higher is better.
Metric: Figure F1 (0-100; figure boxes matched by IoU, averaged over documents). Source: arxiv.org. Saturation forecast: Around April 2027. 17 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | Qwen 3.6 Plus | 64.8 | #217 |
| 2 | Qwen 3 VL 235B A22B | 63.25 | #477 |
| 3 | Gemini 3.1 Pro (Preview) | 59.08 | #91 |
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-figure-extraction · How It Works · Data refreshed daily, snapshot 2026-11-12.