Dr. DocBench - Table TEDS-S: leaderboard

Dr. DocBench (2026) parses 4,514 difficult pages sampled by parser failure from long books in 52 subject domains, with expert annotations of text, formulas, tables and reading order. This board is the structure-only tree-edit-distance similarity (TEDS-S) of tables rendered as HTML on a 0 to 100 scale; higher is better.

Metric: Structure-only tree-edit-distance similarity of tables converted to HTML (0-100), 4,514 expert-annotated difficult pages sampled by parser failure from long books in 52 subject domains; each page parsed with the model's own document-to-markdown prompt (specialized parsers through their official APIs); higher is better. Source: arxiv.org. Saturation forecast: Around March 2027. 12 models tracked.

Top models

#ModelScoreOverall rank
1Kimi K2.561.09#256
2Gemini 3.1 Pro (Preview)59.03#94
3GPT-5.558.96#49
4Qwen 3.5 Plus58.23#232
5Claude Opus 4.658.12#102
6Qwen 3.5 Flash54.38#435
7Qwen 3.5 122B A10B44.99#331
8GPT-4o38.62#741
9Nemotron Nano 12B v2 VL34.09#2231

No result here: #1 Claude Fable 5.2, #2 Gemini 4 Carbon, #5 Claude Opus 5.5.

Interactive version: theaggregate.ai/benchmark?slug=dr-docbench-table-teds-s · How It Works · Data refreshed daily, snapshot 2026-11-13.