FIOVA: A Multi-Annotator Benchmark for Human-Aligned Video Captioning

Shiyu Hu, Xuchen Li, Xuzhao Li +4

Despite rapid progress in large vision-language models (LVLMs), existing video caption benchmarks remain limited in evaluating their alignment with human understanding. Most rely o…