Paper page - VLMs are Good Teachers for Video Reasoning via Adaptive Test-Time Optimization
…While VLMs struggle as solvers, they possess strong perception capabilities to evaluate process-constraint satisfaction and final-goal achievement. Leveraging this strength, we introduce a paradigm shift that transitions the role of…