Failure-Informed Image Self-Augmentation for Multimodal Large Language Model Self-Improvement

Chunyang Jiang, Pingping Zhang, Yuzhi Zhao +9

Multimodal large language models (MLLMs) have achieved remarkable performance across vision-language tasks, but their progress depends heavily on large-scale, high-quality multimod…