MJ1: Multimodal Judgment via Grounded Verification

Bhavesh Kumar, Dylan Feng, Leonard Tang

Multimodal judges struggle to ground decisions in visual evidence. We present MJ1, a multimodal judge trained with reinforcement learning that enforces visual grounding through a s…