MRI Reconstruction on fastMRI Knee (ESC) x8 acceleration
33.63PSNRPUERT
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| PUERTModel=ISTA-Unfold [22]2026.03 | 33.63 | 79.63 | 2.32 | 5.25 | 32 | 9.16 | |
| LOUPEModel=U-Net2026.03 | 32.21 | 74.59 | 3.17 | 5.26 | 31 | 9.41 | |
| Oracle VQVAEModel=VQVAE2026.03 | 32.14 | 71.11 | 3.62 | 2.65 | 7 | 4.57 | |
| RandomModel=U-Net2026.03 | 31.28 | 72.5 | 3.68 | 4.47 | 24 | 14.35 | |
| Ada-selModel=VarNet×3 [17]2026.03 | 31.23 | 73.96 | 3.85 | 4.29 | 21 | 11.58 | |
| AdaSenseModel=DDRM [13]2026.03 | 31.19 | 65.52 | 4.2 | 4.68 | 24 | 11.63 | |
| LESModel=Transformer2026.03 | 30.29 | 64.9 | 4.78 | 3.7 | 15 | 7.35 | |
| GEOModel=Transformer2026.03 | 30.26 | 64.98 | 4.78 | 3.66 | 15 | 7.35 |