LLaVA-Critic-R1: Your Critic Model is Secretly a Strong Policy Model

Xiyao Wang, Chunyuan Li, Jianwei Yang +4

In vision-language modeling, critic models are typically trained to evaluate outputs -- assigning scalar scores or pairwise preferences -- rather than to generate responses. This s…