AI RESEARCH
MSG Score: Automated Video Verification for Reliable Multi-Scene Generation
arXiv CS.CV
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ArXi:2411.19121v2 Announce Type: replace While text-to-video diffusion models have advanced significantly, creating coherent long-form content remains unreliable due to stochastic sampling artifacts. This necessitates generating multiple candidates, yet verifying them creates a severe bottleneck; manual review is unscalable, and existing automated metrics lack the adaptability and speed required for runtime monitoring.