MPDocBench-Parse - Text Recognition: leaderboard
Metric: Normalized edit distance (0-1; recognized text blocks against the annotation). Source: arxiv.org. Saturation forecast: Around July 2027. 19 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 3.1 Pro (Preview) | 0.07 |
| 2 | Qwen 3 VL 235B A22B | 0.09 |
| 3 | Qwen 3.6 Plus | 0.1 |
Interactive version: theaggregate.ai/benchmark?slug=mpdocbench-parse-text-recognition · How It Works · Data refreshed daily, snapshot 2026-09-26.