VPS separates visual search into two roles.
Parallel tile inspection helps models find details in large images
VPS delegates question-guided tile reading to sub-agents before a controller selects regions for higher-resolution inspection.
Chinese Tech
Xijia Tao · Yihua Teng · Xinyu Fu · Cheng Gong · Ziru Liu · Xudong Xie · +2 more
The University of Hong Kong · Huawei Research · City University of Hong Kong · Huazhong University of Science and Technology
Research Digest··3 min read
Tao et al.
Why this paper
From Huawei Research and 3 others · Part of Context Engineering for Agents, now 41 papers
In one line
Visual Parallel Search with parallel tile inspection and adaptive zoom improves high-resolution VQA accuracy.
What we could check
- ·No code link found
- ·No weights link found
- ·No dataset link found
- ·No compute details found
- ·No stated limitations found
- ✓Reports numbers on named benchmarks (2 benchmarks)
Observed from the paper text and links we have. Absence here means we did not find it, not that it does not exist.
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