How Well Do LLMs Reason with Noisy Evidence? An Active Visual Reasoning Benchmark

Bach Nguyen, Zhaonan Li, Mau Son Nguyen +5

Real-world reasoning rarely reduces to static question answering: agents must actively gather information from tools and sensors that are often noisy and unreliable. Yet most exist…