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It was developed by NVIDIA as part of Cosmos Evaluator for automated quality scoring of generative world foundation models. This model is ready for commercial or non-commercial use. License/Terms of Use: [OpenMDW-1.1](https://openmdw.ai/license/1-1/) Deployment Geography: Global Use Case: Developers and researchers building, evaluating, or auditing generative world foundation models for autonomous driving, including users of NVIDIA Cosmos and the open-source Cosmos Evaluator suite. Specific applications include per-frame embeddings, alignment scoring, per-patch defect detection, object-type classification, and automated quality scoring of driving-video generations. 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