AI RESEARCH
MechVerse: Evaluating Physical Motion Consistency in Video Generation Models
arXiv CS.CV
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ArXi:2605.14843v1 Announce Type: new Text- and image-conditioned video generation models have achieved strong visual fidelity and temporal coherence, but they often fail to generate motion governed by kinematic and geometric constraints. In these settings, object parts must remain rigid, maintain contact or coupling with neighboring components, and transfer motion consistently across connected parts.