A new pipeline plus datasets (OmniVQA-Chat-400K, OmniVQA-MOS-20K, OmniVQA-FG-Benchmark) yield LMMs with state-of-the-art video quality understanding and rating.
Q-ground: Image quality grounding with large multi-modality models
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Scaling-up Perceptual Video Quality Assessment
A new pipeline plus datasets (OmniVQA-Chat-400K, OmniVQA-MOS-20K, OmniVQA-FG-Benchmark) yield LMMs with state-of-the-art video quality understanding and rating.