Video Super Resolution On Ultra Video Group

Average PSNR

Results

Performance results of various models on this benchmark

Model Name	Average PSNR	Paper Title
SRCNN	37.52	Image Super-Resolution Using Deep Convolutional Networks
ESPCN	37.91	Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network
RAMS (ours)	48.23	Multi-image Super Resolution of Remotely Sensed Images using Residual Feature Attention Deep Neural Networks
bicubic	36.20	Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network
DeepSUM[41]	47.84	Multi-image Super Resolution of Remotely Sensed Images using Residual Feature Attention Deep Neural Networks

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