dots.ocr
Multilingual Document Layout Parsing in a Single Vision-Language Model
dots.ocr scores 4.5/10 (Emerging) in Data Extraction.
Language Python License MIT Stars 9k★ Type model Self-host Yes Repo rednote-hilab/dots.ocr Homepage https://github.com/rednote-hilab/dots.ocr
Quality
Emerging 4.5
Adoption 49
Activity 11
Maturity 72
Community 48
Capability 50
Show the math
Overall 4.5/10
value = 4.5/10
score = value
Adoption 5.4/10
value = 48.8/100
score = 1 + 9 * value / 100
Activity 2/10
value = 11/100
score = 1 + 9 * value / 100
Maturity 7.5/10
value = 71.8/100
score = 1 + 9 * value / 100
Community 5.3/10
value = 48.3/100
score = 1 + 9 * value / 100
Capability 5.5/10
value = 50/100
score = 1 + 9 * value / 100
Key metrics
9k★ GitHub stars
0/90d Recent commits
0 devs/90d Recent contributors
11mo Project age
3mo ago Last commit
Gotchas
No gotchas documented yet. Contribute one if you know a constraint we missed.
Labels
- New project
New (11mo)
Created within the last year — promising but less battle-tested.
- Self-hosted
Self-hosted
You deploy and operate it yourself; there is no hosted option here.
ocr vlm layout multilingual document