VideoSTF: Stress-Testing Output Repetition in Video Large Language Models

Yuxin Cao, Wei Song, Shangzhi Xu +2

Video Large Language Models (VideoLLMs) have achieved strong performance on video understanding tasks, yet existing benchmarks evaluate only what models predict, leaving the stabil…