StarTrail-org / DRPixel
DR Pixel: Page-Native Deep Research with Vision-Language Models — benchmark, evaluation harness and training code
Why this job: says: benchmark; topics: benchmark
What it does
Deep research agents usually work on documents only after OCR has turned them into text, and that conversion loses or corrupts much of what matters in a scientific paper: tables, figures and equations. DR Pixel is a page-native deep research agent. It renders each paper page by page, retrieves page images with a vision-language embedding model, and reasons over the images directly, so the text and visual content of a page are retrieved and read together.
Get started
No single install command. Read the steps in the README (opens in new tab)
- Maintenance
- Active
- Last commit 7 days ago
- Stars
- 42
- +41 this week
- Licence
- Apache-2.0
- Allows business use
- Downloads for
- None listed
- No release files
- Latest version
- None yet
- No releases
- Built with
- Python
- 99% of the code
Is it looked after?
- Contributors
- 2
- Last 90 days
- Issues
- None
- No issues filed
- Pull requests
- 0 merged
- 0 waiting
- Releases
- None
- Never published
- No contributing guide
- No security policy
- No code of conduct
More: languages, topics and project record
Languages
- Python 99%
- Shell 1%
Topics
- agentic-retrieval
- benchmark
- credit-assignment
- deep-research
- multimodal
- rag
- scientific-papers
- visual-document-retrieval
- vlm
Project record
- JobEvals and observability
- StatusNew to our list
- Commits3
- Forks6
- Watching1
- CreatedNov 1, 2026
- First seen by usNov 7, 2026
- CheckedNov 9, 2026
