RoboGaze: Evaluating Robot World Models via Structured Vision-Language Analysis.

arXiv:2606.28385v2 Announce Type: replace-cross Abstract: Robot world models now generate synthetic manipulation videos, but evaluating them is hard: realistic-looking outputs often violate physical laws, temporal consistency or task logic, while conventional