Is Our Benchmark Enough? An Analysis of Continual Learning for MLLMs

Van-Tuan Tran, Shruthi Gowda, Merim Dzaferagic +1

Continual adaptation is essential for multimodal large language models (MLLMs) deployed across evolving domains, but the state-of-the-art MR-LoRA method highly relies on the assump…