Handwriting Recognition

Recognizing handwritten text

7
Datasets
21
Results
handwritten-levenshtein
Canonical metric
Canonical Benchmark

CHURRO-DS

Historical documents from 46 languages, 99K pages.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

Primary metric: handwritten-levenshtein
View full leaderboard

Top 10

Leading models on CHURRO-DS.

RankModelprinted-levenshteinYearSource
1
churro-3b
82.32025paper
2
gemini-25-pro
80.92025paper
3
churro-3b
70.12025paper
4
gemini-25-pro
63.62025paper
5
gemini-25-flash
58.72025paper
6
qwen25-vl-72b
54.52025paper
7
claude-sonnet-4
37.12025paper
8
gpt-4o
34.22025paper

All datasets

7 datasets tracked for this task.

Related tasks

Other tasks in Computer Vision.