InduOCRBench: leaderboard

Metric: Average OCR score (0-100): mean of the text edit-distance similarity, formula CDM and table TEDS scores on 570 industrial documents (3,402 pages) in 11 challenge types (complex background, high pixel count, ultra-long, multi-column, ultra-wide, historical books, handwriting, multi-font, visual style, watermark, cross-page tables) plus normal documents, each OCR method converting pages to structured Markdown (general VLMs with a standardized prompt, pipeline tools at default configuration, closed solutions through their official APIs); higher is better. Source: arxiv.org. Saturation forecast: Around January 2027. 10 models tracked.

Top models

Interactive version: theaggregate.ai/benchmark?slug=induocrbench · How It Works · Data refreshed daily, snapshot 2026-10-07.