Medical Image Synthesis on PMPBench DCE1,3 → DCE2
0.09LPIPSFlowMI
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| FlowMIMechanism=Flow-matching, Architecture=UNet2026.01 | 0.09 | 0.01 | 12.85 | |
| I2IMambaMechanism=Direct, Architecture=Mamba2026.01 | 0.099 | 0 | 12.21 | |
| ConcatFMMechanism=Flow-matching, Architecture=UNet2026.01 | 0.109 | 0.02 | 20.67 | |
| HiNetMechanism=Direct, Architecture=UNet2026.01 | 0.113 | 0.01 | 18.83 | |
| CycleGANMechanism=GAN, Architecture=UNet2026.01 | 0.114 | 0.01 | 21.4 | |
| Pix2PixMechanism=GAN, Architecture=UNet2026.01 | 0.127 | 0.01 | 32.88 | |
| ResViTMechanism=Direct, Architecture=Trans2026.01 | 0.142 | 0.01 | 31.08 | |
| DirectFMMechanism=Flow-matching, Architecture=UNet2026.01 | 0.169 | 0.02 | 26.41 | |
| SelfRDBMechanism=Diffusion, Architecture=UNet2026.01 | 0.186 | 0.02 | 37.3 | |
| PMRFMechanism=Flow-matching, Architecture=UNet2026.01 | 0.214 | 0.02 | 22.18 | |
| PaletteMechanism=Diffusion, Architecture=UNet2026.01 | 0.929 | 0.52 | 412.3 |