LVSum: A Benchmark for Timestamp-Aware Long Video Summarization

Apple ML Research introduces LVSum, a human-annotated benchmark for long video summarization that requires both semantic and temporal grounding. It challenges multimodal large language models to maintain temporal fidelity over extended durations.