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Shanghai Jiao Tong University
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Reinforcement learning can significantly enhance the robustness of point cloud quality assessment, achieving state-of-the-art performance across diverse datasets.
Existing video quality metrics fall short for camera-controlled generation, but CWQA sets a new standard by accurately predicting perceptual quality with a tailored approach.
Current video generation benchmarks overlook crucial aspects of physical plausibility and temporal coherence, highlighting the need for holistic evaluation metrics like PhyScore.
