FADE: From Passive Verification to Active Discovery in Counterfactual Video Understanding

Fufangchen Zhao, Jinhu Fu, Jiachen Lei +3

Counterfactual video understanding evaluates whether models grasp physical and commonsense regularities. However, existing multiple-choice question (MCQ) benchmarks inadvertently l…