MRI Reconstruction on SKM-TEA (protocol-shift evaluation)
88.39SSIMMoDL
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| MoDLProtocol=Fine-tuned, Acceleration=R=42026.07 | 88.39 | 30 | 2.47 | |
| SENSE-VarNetProtocol=Fine-tuned, Acceleration=R=42026.07 | 82.63 | 27.95 | 3.46 | |
| SA-RDM-DCProtocol=Fine-tuned, Acceleration=R=42026.07 | 82.63 | 27.83 | 3.4 | |
| DC-UNetProtocol=Fine-tuned, Acceleration=R=42026.07 | 79.16 | 26.62 | 4.66 | |
| UNet-image-SENSEProtocol=Fine-tuned, Acceleration=R=42026.07 | 74.32 | 25.44 | 6.16 | |
| ELF-DiffProtocol=Fine-tuned, Acceleration=R=42026.07 | 73.23 | 25 | 6.59 | |
| ELF-DiffProtocol=Zero-shot, Acceleration=R=42026.07 | 73.01 | 24.94 | 6.67 | |
| SA-RDM-DCProtocol=Zero-shot, Acceleration=R=42026.07 | 72.43 | 24.8 | 6.84 | |
| MoDLProtocol=Zero-shot, Acceleration=R=42026.07 | 70.06 | 24.36 | 10.51 | |
| SENSE-VarNetProtocol=Zero-shot, Acceleration=R=42026.07 | 69.3 | 24.05 | 8.11 | |
| DC-UNetProtocol=Zero-shot, Acceleration=R=42026.07 | 69 | 24.01 | 8.24 | |
| Score-DiffusionProtocol=Zero-shot, Acceleration=R=42026.07 | 65.7 | 23.19 | 9.8 | |
| Score-DiffusionProtocol=Fine-tuned, Acceleration=R=42026.07 | 65.62 | 23.17 | 9.84 | |
| UNet-image-SENSEProtocol=Zero-shot, Acceleration=R=42026.07 | 65.33 | 23.02 | 10.3 |