BoxComm - Commentary Rhythm (KL): leaderboard

Metric: KL divergence (0 or more, unbounded) between the per-minute human and predicted duration distributions over the three commentary categories, averaged over minutes, in streaming commentary rhythm assessment on BoxComm-Eval: the model watches each match in short chunks and comments freely with a generic commentator prompt, GPT-5.2 classifies each generated sentence as play-by-play, tactical or contextual, and the timing is compared with the human broadcast commentary; zero-shot; lower is better. Source: arxiv.org. Saturation forecast: Rough model projection: around 2026. 2 models tracked.

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Interactive version: theaggregate.ai/benchmark?slug=boxcomm-commentary-rhythm-kl · How It Works · Data refreshed daily, snapshot 2026-10-07.