Introduces a sports commentary benchmark with 5,775 clips across six sports and a six-part GPT-based scoring metric, finding current video LLMs score poorly (best 5.44/10).
METEOR : An automatic metric for MT evaluation with improved correlation with human judgments
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SCBench: A Sports Commentary Benchmark for Video LLMs
Introduces a sports commentary benchmark with 5,775 clips across six sports and a six-part GPT-based scoring metric, finding current video LLMs score poorly (best 5.44/10).