MPDocBench-Parse - Truncated Table Merging: leaderboard

Rejoining tables that are split across pages into one table; MPDocBench-Parse (Zhou et al., 2026). TEDS tree-edit similarity from 0 to 100 against the merged ground-truth table; higher is better.

Metric: TEDS (0-100; tables split across pages, matched to the merged ground-truth table). Source: arxiv.org. Saturation forecast: Estimated already saturated. 19 models tracked.

Top models

#ModelScoreOverall rank
1Gemini 3.1 Pro (Preview)61.26#91
2Qwen 3 VL 235B A22B61.25#477
3Qwen 3.6 Plus60.5#217

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-truncated-table-merging · How It Works · Data refreshed daily, snapshot 2026-11-12.