RoboJudge: Using Multimodal Language Models to Judge Embodied Video Generation

A research team proposes RoboJudge-Bench to evaluate how well multimodal large models perform as judges of embodied video generation, covering two dimensions—physical plausibility and instruction consistency—and comprising 800 human-annotated videos from 8 source corpora and 10 video generators.