Metis-SPECS: Decoupling Multimodal Learning via Self-distilled Preference-based Cold Start

Kun Chen, Peng Shi, Haibo Qiu +4

Reinforcement learning (RL) with verifiable rewards has recently catalyzed a wave of "MLLM-r1" approaches that bring RL to vision language models. Most representative paradigms beg…