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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

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