Papers by Colby Banbury
WinSpot: GUI Grounding Benchmark with Multimodal Large Language Models (2025.acl-short)
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| Challenge: | Existing GUI grounding data focuses on web-based elements, leaving a gap in real-world GUI interaction data for non-web applications. |
| Approach: | They propose a framework that leverages Large Language Models to generate large-scale GUI grounding data. |
| Outcome: | The framework validates and refines 5,000 GUI coordinate-instruction pairs and provides high-quality data for training and evaluating visual GUI agents. |