Can Vision Foundation Models Navigate? Zero-Shot Real-World Evaluation and Lessons Learned

Can Vision Foundation Models Navigate? Zero-Shot Real-World Evaluation and Lessons Learned explores This research evaluates vision-based navigation models for robots, revealing critical limitations in collision avoidance and environmental robustness, and will release a new evaluation dataset and codebase.. Commercial viability score: 7/10 in Robotics Navigation.