TL;DR of the paper, generated automatically.

A benchmark and judge for physics in text-to-video models.

• Method: a rubric per caption, written before any video is seen.
• Result: the paper says ten models still struggle with physical commonsense.
• Judge: the paper says it tracks human ratings better than open-source judges.