CHURRO-DS

Name: CHURRO-DS Benchmark Results
Creator: Stanford University
License: https://creativecommons.org/licenses/by/4.0/

Stanford University

Historical documents from 46 languages, 99K pages. Tests handwritten and printed text recognition across diverse scripts.

Models6

Papers8

Metrics2

SOTA History

Coming Soon

Visual timeline of state-of-the-art progression over time will appear here.

Normalized Levenshtein Similarity on handwritten documents

Higher is better

Rank	Model	Code	Score	Paper / Source
1	churro-3b Historical handwritten documents, 46 languages, 99K pages		70.1	AlphaXiv
2	gemini-25-pro	-	63.6	AlphaXiv
3	gemini-25-flash	-	58.7	AlphaXiv
4	qwen25-vl-72b	HF	54.5	AlphaXiv
5	claude-sonnet-4	-	37.1	AlphaXiv
6	gpt-4o	-	34.2	AlphaXiv

Normalized Levenshtein Similarity on printed documents

Higher is better

Rank	Model	Code	Score	Paper / Source
1	churro-3b Historical printed documents		82.3	AlphaXiv
2	gemini-25-pro	-	80.9	AlphaXiv