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Shenzhen University
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Despite high complex-answer accuracy, many VLMs struggle with atomic consistency, revealing a critical gap in endoscopic VQA performance.
PhysScene reveals that structured representations of experimental scenes can significantly enhance relational reasoning capabilities in AI systems, challenging current benchmarks.
