RO-Bench: Large-scale robustness evaluation of MLLMs with text-driven counterfactual videos

Zixi Yang, Jiapeng Li, Muxi Diao +2

Recently, Multi-modal Large Language Models (MLLMs) have demonstrated significant performance across various video understanding tasks. However, their robustness, particularly when…