multi-coil MRI reconstruction on CMRxRecon Cardiac T1/T2 Mapping multi-coil 8x acceleration
97.4SSIMUPMRI
Evaluation results
| Method | Links | ||
|---|---|---|---|
| UPMRITraining Supervision=Unsupervised, NFEs=202025.12 | 97.4 | 40.5 | |
| DDNM+Training Supervision=Supervised, NFEs=1002025.12 | 95.3 | 39.6 | |
| MoDLTraining Supervision=Supervised, NFEs=12025.12 | 94.3 | 36.36 | |
| PnP-FlowTraining Supervision=Supervised, NFEs=1002025.12 | 92.4 | 35.13 | |
| GTF2MTraining Supervision=Unsupervised, NFEs=202025.12 | 88.1 | 31.33 | |
| MOITraining Supervision=Unsupervised, NFEs=12025.12 | 87.4 | 31.47 | |
| OT-ODETraining Supervision=Supervised, NFEs=1002025.12 | 87 | 32.08 | |
| R-SSDUTraining Supervision=Self-supervised, NFEs=12025.12 | 86.1 | 31.1 | |
| ENSURETraining Supervision=Unsupervised, NFEs=12025.12 | 84.9 | 30.27 | |
| W-SSDUTraining Supervision=Self-supervised, NFEs=12025.12 | 83.1 | 29.82 | |
| SSDUTraining Supervision=Self-supervised, NFEs=12025.12 | 81.1 | 29.23 | |
| Zero-FilledTraining Supervision=None, NFEs=N/A2025.12 | 74.7 | 26.11 | |
| REITraining Supervision=Unsupervised, NFEs=12025.12 | 71.6 | 26.62 |