Fangcan Ling

Video-LevelGauge: Investigating Contextual Positional Bias in Video Language Models.

Large video language models (LVLMs) have made notable progress in video understanding, spurring the development of corresponding evaluation benchmarks. However, existing benchmarks generally assess overall performance across entire video sequences, overlooking nuanced behaviors such as contextual po…