RankGround: Efficient High-Resolution GUI Grounding via Lightweight Reranker-Guided Crop Selection
Paper recorded by Signals 4 on 2026-09-16 in cs.CV. Abstract reproduced from arXiv; link to the original below.
Published 2026-09-16 on arXiv · recorded by Signals 4 on 2026-09-17
Category: cs.CV · 计算机视觉 · first seen 2026-09-17
Abstract
Graphical User Interface (GUI) grounding is a fundamental perception task for multimodal agents, enabling them to interpret natural language instructions and interact with digital interfaces. Existing methods face a fundamental trade-off between accuracy and efficiency: direct full-image inference often fails to capture small or visually similar UI elements, while multi-crop strategies improve loc
Read on arXiv →
Cite this page: RankGround: Efficient High-Resolution GUI Grounding via Lightweight Reranker-Guided Crop Selection: the #27 most recent of 237 cs.CV papers we have recorded (as of 2026-09-16). Source: Signals 4 (Signals API) — https://data.jiangzhang.ca/signals4/t/papers/rankground-efficient-high-resolution-gui-grounding-via-lightweight-reranker-guid.html
Free to quote with attribution to “Signals 4 (Signals API)”. Machine-readable:
papers.json
Get 4 AI signals a day by email — free.
Get 4 AI signals a day by email — free