A VQA model that combines free-energy-inspired frame restoration with a scan-and-gaze prediction head reports competitive results on five benchmarks, though the claimed state-of-the-art performance is not uniformly supported.
Temporal wavelet transform- based low-complexity perceptual quality enhancement of compressed video,
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EyeSim-VQA: A Free-Energy-Guided Eye Simulation Framework for Video Quality Assessment
A VQA model that combines free-energy-inspired frame restoration with a scan-and-gaze prediction head reports competitive results on five benchmarks, though the claimed state-of-the-art performance is not uniformly supported.