MPDocBench-Parse - Table Recognition: leaderboard
Recognition of tables in multi-page documents as HTML; MPDocBench-Parse (Zhou et al., 2026). TEDS tree-edit similarity from 0 to 100; higher is better.
Metric: TEDS (0-100; recognized HTML tables). Source: arxiv.org. Saturation forecast: Estimated already saturated. 19 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | Qwen 3.6 Plus | 82.99 | #217 |
| 2 | Gemini 3.1 Pro (Preview) | 81.68 | #91 |
| 3 | Qwen 3 VL 235B A22B | 81.35 | #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-table-recognition · How It Works · Data refreshed daily, snapshot 2026-11-12.