HUMUS-Net: Hybrid unrolled multi-scale network architecture for accelerated MRI reconstruction

Benchmark Model Rank Results
mri-reconstruction-on-fastmri-knee-8xHUMUS-Net (train+val data)#1SSIM: 0.8945PSNR: 37.3
mri-reconstruction-on-fastmri-knee-8xHUMUS-Net (train only)#2SSIM: 0.8936PSNR: 37.0
mri-reconstruction-on-fastmri-knee-val-8xHUMUS-Net-L#2SSIM: 0.8955PSNR: 37.45NMSE: 0.0086Params (M): 228
mri-reconstruction-on-fastmri-knee-val-8xHUMUS-Net#3SSIM: 0.8946PSNR: 37.20NMSE: 0.0090Params (M): 109