EviRover: Reinforcing Agentic Perception Beyond a Glance
EviRover is an agent trained to solve perception tasks by actively seeking missing evidence rather than relying on a single glance. It learns when and how to use external tools or fine-grained visual inspection to find necessary details. This approach significantly improves performance on complex perception benchmarks by teaching the model how to search beyond initial observations.