MarKey: Marginal Utility Guided Greedy Keyframe Selection for Long Video Understanding
MarKey is a training-free framework that formulates keyframe selection as subset-aware greedy optimization and consistently outperforms existing methods on six benchmarks spanning holistic video understanding, human-centric video understanding, and open-ended video understanding.
Hongchang Shi, Jin-Peng Hu, Ao Wang et al.
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