Super-resolution on 7T brain T1 MP2RAGE
26.9PSNREfficient Vision Mamba
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Efficient Vision MambaFlops [G]=57, Params [m]=0.92025.12 | 26.9 | 0.95 | 0.07 | 0.08 | |
| Res-SRDiffFlops [G]=1316, Params [m]=3942025.12 | 26.28 | 0.92 | 0.07 | 0.08 | |
| MambaIRFlops [G]=113, Params [m]=12025.12 | 25.31 | 0.85 | 0.11 | 0.19 | |
| SPSRFlops [G]=871, Params [m]=962025.12 | 24.76 | 0.93 | 0.1 | 0.08 | |
| Pix2pixFlops [G]=9, Params [m]=572025.12 | 24.63 | 0.9 | 0.1 | 0.09 | |
| SwinIRFlops [G]=369, Params [m]=22025.12 | 24.02 | 0.86 | 0.12 | 0.23 | |
| I2SBFlops [G]=497, Params [m]=1142025.12 | 23.22 | 0.84 | 0.12 | 0.15 | |
| BicubicFlops [G]=x, Params [m]=x2025.12 | 22 | 0.31 | 0.12 | 0.38 | |
| CycleGANFlops [G]=18, Params [m]=892025.12 | 21.89 | 0.86 | 0.12 | 0.21 |