PVBench: Quantifying the Physical Plausibility of Video Generation with Object-Level Physical Measurements

Researchers propose PVBench, a physical video benchmark that quantitatively measures the physical plausibility of generated videos across 46 dimensions in seven domains, covering instruction and semantic fidelity, behavioral and causal consistency, perceptual and temporal quality, geometric and spatial consistency, material properties and field states, kinematic and spatiotemporal persistence, and mechanics and conservation laws.