Mri Reconstruction On Fastmri Knee Val 8X
Metrics
NMSE
PSNR
Params (M)
SSIM
Results
Performance results of various models on this benchmark
Model Name | NMSE | PSNR | Params (M) | SSIM | Paper Title | Repository |
|---|---|---|---|---|---|---|
| E2E-VarNet (train+val) | 0.0087 | 37.30 | 30 | 0.8936 | End-to-End Variational Networks for Accelerated MRI Reconstruction | |
| HUMUS-Net | 0.0090 | 37.20 | 109 | 0.8946 | HUMUS-Net: Hybrid unrolled multi-scale network architecture for accelerated MRI reconstruction | |
| HUMUS-Net-L | 0.0086 | 37.45 | 228 | 0.8955 | HUMUS-Net: Hybrid unrolled multi-scale network architecture for accelerated MRI reconstruction | |
| PromptMR | 0.0080 | 37.78 | 80 | 0.8983 | Fill the K-Space and Refine the Image: Prompting for Dynamic and Multi-Contrast MRI Reconstruction |
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