Error-driven Data-efficient Large Multimodal Model Tuning

Barry Menglong Yao, Qifan Wang, Lifu Huang

Large Multimodal Models (LMMs) have demonstrated impressive performance across numerous academic benchmarks. However, fine-tuning still remains essential to achieve satisfactory pe…