T1 to T2 MRI Translation on IXI (test)
30.32PSNRSynDiff
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SynDiffBackbone=UNet2022.07 | 30.32 | 94.28 | — | — | |
| cGANBackbone=ResNet2022.07 | 29.24 | 93.01 | — | — | |
| SAGAN2022.07 | 29.01 | 92.87 | — | — | |
| AttGANGenerator=Attentional2022.07 | 28.37 | 92.21 | — | — | |
| UNITBackbone=ResNet2022.07 | 28.34 | 92.02 | — | — | |
| DDPM2022.07 | 28.04 | 91.14 | — | — | |
| MUNITBackbone=ResNet2022.07 | 26.61 | 88.28 | — | — | |
| CDTSDETraining steps=10,0002026.01 | 23.32 | 76 | 0.01 | 0.03 | |
| DOSSRTraining steps=10,0002026.01 | 23.28 | 75 | 0.01 | 0.03 | |
| UNIT-DDPM2022.07 | 22.44 | 81.64 | — | — | |
| Pix2Pix2026.01 | 22.17 | 71 | 0.01 | 0.03 | |
| DBIMTraining steps=10,0002026.01 | 20.43 | 28 | 0.01 | 0.08 | |
| ABridgeTraining steps=10,0002026.01 | 13.73 | 44 | 0.04 | 0.12 | |
| BBDMTraining steps=10,000, Sampling steps=10002026.01 | 8.63 | 1 | 0.13 | 0.25 |