Self-Evolving Vision-Language Models for Image Quality Assessment via Voting and Ranking

Wen Wen, Tianwu Zhi, Kanglong Fan +6

Improving vision-language models (VLMs) in the post-training stage typically relies on supervised fine-tuning or reinforcement learning, methods that necessitate costly, human-anno…