Reasoning is All You Need for Video Generalization: A Counterfactual Benchmark with Sub-question Evaluation

Qiji Zhou, Yifan Gong, Guangsheng Bao +5

Counterfactual reasoning is crucial for robust video understanding but remains underexplored in existing multimodal benchmarks. In this paper, we introduce \textbf{COVER} (\textbf{…