Kangxin Yin

NAVIGATE: Evaluating Visual-Guided Search Decision-Making on the Open Web

Vision–Language Models (VLMs) are increasingly deployed with web search tools, yet we still lack benchmarks that isolate a critical capability for real-world use: deciding when to search and how to steer search from ambiguous visual evidence, especially when multiple images provide overlapping or co…