See What You Need: Query-Aware Visual Intelligence through Reasoning-Perception Loops

Benchmark Model Rank Results
zero-shot-video-question-answer-on-next-qaCAVIA (GPT-4)–Accuracy: 74.5
zero-shot-video-question-answer-on-next-qaCAVIA (GPT-4.1)–Accuracy: 76.1