LongVQUBench: Benchmarking Long-Term Video Quality Understanding of Vision-Language Models

The evaluation of long-term video quality understanding remains an open challenge for large vision-language models (LVLMs).

The evaluation of long-term video quality understanding remains an open challenge for large vision-language models (LVLMs). Existing video quality benchmarks predominantly focus on short clips and isolated distortions, overlooking the temporal continuity, cumulative degradation,…