Investigating and Enhancing the Robustness of Large Multimodal Models Against Temporal Inconsistency

Jiafeng Liang, Shixin Jiang, Xuan Dong +7

Large Multimodal Models (LMMs) have recently demonstrated impressive performance on general video comprehension benchmarks. Nevertheless, for broader applications, the robustness o…