Benchmarking Robustness of Adaptation Methods on Pre-trained Vision-Language Models

Shuo Chen, Jindong Gu, Zhen Han +3

Various adaptation methods, such as LoRA, prompts, and adapters, have been proposed to enhance the performance of pre-trained vision-language models in specific domains. The robust…