Cross-contrast MR image translation on IXI (test)
0.0133MAEHyper-GAN
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Hyper-GANArchitecture=FS, Ablated version=Ladv + cyc + id + rec + cla2021.07 | 0.0133 | 29.64 | 91 | |
| Hyper-GANArchitecture=FS, Ablated version=Ladv + cyc + id + cla2021.07 | 0.0135 | 29.49 | 91 | |
| Hyper-GANArchitecture=CIN, Ablated version=Ladv + cyc + id + cla2021.07 | 0.0138 | 29.36 | 90.9 | |
| Hyper-GANArchitecture=CIN, Ablated version=Ladv + cyc + id + rec + cla2021.07 | 0.0138 | 29.45 | 91 | |
| Hyper-GANArchitecture=FS, Ablated version=Ladv + cyc + rec2021.07 | 0.014 | 29.39 | 90.8 | |
| Hyper-GANArchitecture=CIN, Ablated version=Ladv + cyc + id2021.07 | 0.0141 | 29.12 | 90.6 | |
| Hyper-GANArchitecture=FS, Ablated version=Ladv + cyc + id2021.07 | 0.0141 | 29.24 | 90.4 | |
| Hyper-GANArchitecture=FS, Ablated version=Ladv + cyc + cla2021.07 | 0.0141 | 29.04 | 90.3 | |
| Hyper-GANArchitecture=CIN, Ablated version=Ladv + cyc + rec2021.07 | 0.0144 | 29.09 | 90 | |
| Hyper-GANArchitecture=CIN, Ablated version=Ladv + cyc2021.07 | 0.0145 | 28.89 | 89.7 | |
| Hyper-GANArchitecture=CIN, Ablated version=Ladv + cyc + cla2021.07 | 0.0145 | 28.86 | 90.2 | |
| Hyper-GANArchitecture=FS, Ablated version=Ladv + cyc2021.07 | 0.0154 | 28.28 | 89.7 | |
| ComboGAN2021.07 | 0.0163 | 28.17 | 87.6 | |
| StarGAN2021.07 | 0.0174 | 27.77 | 85.6 | |
| CycleGAN2021.07 | 0.0175 | 27.18 | 85.7 | |
| DGGAN2021.07 | 0.0175 | 27.51 | 85.8 | |
| SUGAN2021.07 | 0.0182 | 27.3 | 84.5 |