Papers

Trending research and the full catalog - each paper linked to the benchmarks, methods, and models it introduces.

Filtered by domain: document-retrievalClear

DR Pixel: Page-Native Deep Research with Vision-Language Models

2 Nov 2026

Complex documents such as scientific papers contain rich information in tables, figures, and equations; however, existing deep research (DR) agents typically reduce papers to OCR-extracted text.

Deep Research Agents Document Retrieval Document Understanding OCR

160.6/h

Filtering here covers the 2,000 most recent papers, as much as one page can hold in memory. See the full index of 22,841 papers.