MRI Reconstruction on fastMRI Brain ESC x8 acceleration
30.73PSNRPUERT
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| PUERTModel=ISTA-Unfold [22]2026.03 | 30.73 | 0.8219 | 0.0185 | 4.33 | 0.29 | 7.15 | |
| Oracle VQVAEModel=VQVAE2026.03 | 29.48 | 0.731 | 0.0251 | 2.22 | 0.08 | 4.28 | |
| Ada-selModel=VarNet×3 [17]2026.03 | 29.44 | 0.7731 | 0.0253 | 3.65 | 0.22 | 8.95 | |
| LOUPEModel=U-Net2026.03 | 28.8 | 0.7869 | 0.0287 | 4.26 | 0.27 | 7.87 | |
| RandomModel=U-Net2026.03 | 27.83 | 0.7313 | 0.0361 | 3.78 | 0.23 | 10.91 | |
| GEOModel=Transformer2026.03 | 27.26 | 0.6783 | 0.0407 | 2.96 | 0.13 | 6.67 | |
| LESModel=Transformer2026.03 | 27.11 | 0.6702 | 0.0424 | 3.07 | 0.14 | 6.76 |