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  • SVHighlights: Towards Extremely Long Sport Video Highlight Detection cs.CV · 2026-06-05 · unverdicted · none · ref 4

    SVHighlights is the first benchmark for highlight detection in hour-long sports videos, with TF-SELECTOR showing that segment-level LLM scoring outperforms adapted short-video baselines by 2.5-4 points on key metrics.