HyperAI超神经

Video Super Resolution On Msu Super 1

评估指标

BSQ-rate over ERQA
BSQ-rate over LPIPS
BSQ-rate over MS-SSIM
BSQ-rate over PSNR
BSQ-rate over VMAF

评测结果

各个模型在此基准测试上的表现结果

模型名称
BSQ-rate over ERQA
BSQ-rate over LPIPS
BSQ-rate over MS-SSIM
BSQ-rate over PSNR
BSQ-rate over VMAF
Paper TitleRepository
TMNet + x2641.8791.3770.8441.4811.061Temporal Modulation Network for Controllable Space-Time Video Super-Resolution
TMNet + uavs3e13.1875.0154.31715.1443.487Temporal Modulation Network for Controllable Space-Time Video Super-Resolution
DBVSR + x26513.14513.2111.4386.6071.383Deep Blind Video Super-resolution
DBVSR + vvenc15.98811.4350.8985.7650.698Deep Blind Video Super-resolution
RSDN + vvenc14.954.8669.13814.06110.145Video Super-Resolution with Recurrent Structure-Detail Network
RBPN + aomenc13.5725.8213.08910.891.996Recurrent Back-Projection Network for Video Super-Resolution
Real-ESRGAN + uavs3e7.2252.6334.61215.1442.122Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic Data
RealSR + uavs3e1.9431.1491.44114.7412.253Real-World Super-Resolution via Kernel Estimation and Noise Injection
bicubic + x26516.01415.3634.5636.4736.469--
TMNet + vvenc21.30313.9881.8139.431.795Temporal Modulation Network for Controllable Space-Time Video Super-Resolution
RBPN + x2641.5991.3350.7291.1270.733Recurrent Back-Projection Network for Video Super-Resolution
bicubic + x2642.18210.9650.6990.911.338--
VRT + uavs3e6.6194.0031.9825.8621.425VRT: A Video Restoration Transformer
TMNet + x26513.57713.4851.7357.0462.009Temporal Modulation Network for Controllable Space-Time Video Super-Resolution
SOF-VSR-BD + uavs3e11.4584.0073.5668.6586.596Deep Video Super-Resolution using HR Optical Flow Estimation
RBPN + vvenc18.31411.7770.8845.7830.689Recurrent Back-Projection Network for Video Super-Resolution
amq-12 + aomenc10.3881.8435.88311.0792.874--
LGFN + aomenc14.6315.5364.3219.791.99Local-Global Fusion Network for Video Super-Resolution
TMNet + aomenc21.7986.27610.32215.1444.667Temporal Modulation Network for Controllable Space-Time Video Super-Resolution
LGFN + x2641.7041.3240.771.1510.744Local-Global Fusion Network for Video Super-Resolution
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