Cross-contrast MR image translation on BraTS 2019 (test)
0.0062MAETLEQ-HyperGAN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TLEQ-HyperGANParam.(M)=6.092026.04 | 0.0062 | 32.77 | 0.9365 | |
| EQ-HyperGANParam.(M)=3.082026.04 | 0.0064 | 32.54 | 0.9362 | |
| HyperGANParam.(M)=12.902026.04 | 0.0067 | 32.3 | 0.932 | |
| Hyper-GAN (FS)# of parameters=22.57M, variant=FS2021.07 | 0.007 | 31.9 | 0.93 | |
| Hyper-GAN (CIN)# of parameters=23.71M, variant=CIN2021.07 | 0.0072 | 31.66 | 0.922 | |
| DGGAN# of parameters=58.74M2021.07 | 0.0081 | 30.81 | 0.908 | |
| ComboGAN# of parameters=71.02M2021.07 | 0.0081 | 30.55 | 0.913 | |
| DGGANParam.(M)=58.742026.04 | 0.0081 | 30.81 | 0.908 | |
| ComboGANParam.(M)=71.022026.04 | 0.0081 | 30.55 | 0.913 | |
| StarGAN# of parameters=50.72M2021.07 | 0.0083 | 30.75 | 0.905 | |
| StarGANParam.(M)=50.722026.04 | 0.0083 | 30.75 | 0.905 | |
| SUGAN# of parameters=82.63M2021.07 | 0.0087 | 30.37 | 0.909 | |
| SUGANParam.(M)=82.632026.04 | 0.0087 | 30.37 | 0.909 |