MRI Reconstruction on fastMRI Multi-coil Brain (test)
100SSIMUNet
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| UNetEvaluation Level=Zero-filled input samples2026.02 | 100 | 61.72 | 0.01 | |
| VarNetEvaluation Level=Zero-filled input samples2026.02 | 100 | 60.1 | 0.01 | |
| VarNetEvaluation Level=Reconstructions2026.02 | 98 | 41.72 | 0.1 | |
| SDUMAcceleration factor=4x, T=62025.12 | 97.9 | 42.6 | — | |
| SDUMAcceleration factor=6x, T=62025.12 | 97.3 | 40.8 | — | |
| PC-RNNAcceleration factor=4x2025.12 | 97.1 | 40.8 | — | |
| PC-RNNAcceleration factor=6x2025.12 | 96.2 | 38.9 | — | |
| KIKI-NetAcceleration factor=4x2025.12 | 95.6 | 37.9 | — | |
| D5C5Acceleration factor=4x2025.12 | 95.5 | 38 | — | |
| ComplexMRIAcceleration factor=4x2025.12 | 95.3 | 37.9 | — | |
| VS-NetAcceleration factor=4x2025.12 | 95 | 37.6 | — | |
| U-NetAcceleration factor=4x2025.12 | 94.4 | 36.3 | — | |
| VNAcceleration factor=4x2025.12 | 93.8 | 36.2 | — | |
| KIKI-NetAcceleration factor=6x2025.12 | 93.5 | 35.3 | — | |
| ComplexMRIAcceleration factor=6x2025.12 | 93.3 | 35.2 | — | |
| D5C5Acceleration factor=6x2025.12 | 93.1 | 34.9 | — | |
| U-NetAcceleration factor=6x2025.12 | 92.5 | 34.3 | — | |
| VS-NetAcceleration factor=6x2025.12 | 92.1 | 34.3 | — | |
| CSAcceleration factor=4x2025.12 | 90.4 | 35.2 | — | |
| VNAcceleration factor=6x2025.12 | 90 | 32.6 | — | |
| CSAcceleration factor=6x2025.12 | 85.1 | 31.2 | — | |
| UNetEvaluation Level=Reconstructions2026.02 | 68 | 26 | 0.76 |