Image-to-Image Translation on X-DigiSkull (test)
147.39CFIDCycleGAN-Turbo
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| CycleGAN-TurboType=GAN, ss=1.02025.08 | 147.39 | 0.86 | 2.51 | 1 | 0.51 | 0.56 | 12 | 6.5 | |
| CycleGAN-TurboType=GAN, ss=0.52025.08 | 154.66 | 0.81 | 1.89 | 2 | 0.52 | 0.55 | 13 | 7.5 | |
| CycleGAN-TurboType=GAN, ss=0.02025.08 | 161.11 | 0.85 | 5.68 | 3 | 0.47 | 0.7 | 10 | 6.5 | |
| MedShiftType=FM, τ=0.32025.08 | 171.59 | 0.71 | 8.14 | 4 | 0.24 | 0.75 | 9 | 6.5 | |
| SDEditType=DDPM, st=0.32025.08 | 190.12 | 0.71 | 7.89 | 5 | 0.21 | 0.78 | 8 | 6.5 | |
| MedShiftType=FM, τ=0.452025.08 | 195.17 | 0.72 | 8.17 | 6 | 0.14 | 0.85 | 6 | 6 | |
| SDEditType=DDPM, st=0.22025.08 | 196.06 | 0.7 | 7.47 | 7 | 0.17 | 0.83 | 7 | 7 | |
| MedShiftType=FM, τ=0.62025.08 | 201.72 | 0.65 | 8.1 | 8 | 0.09 | 0.91 | 3 | 5.5 | |
| SDEditType=DDPM, st=0.12025.08 | 204.27 | 0.65 | 7.18 | 9 | 0.12 | 0.89 | 5 | 7 | |
| Z-STARType=DDPM2025.08 | 205.26 | 0.6 | 9.41 | 10 | 0.13 | 0.9 | 4 | 7 | |
| Hierarchy FlowType=NF, st=0.42025.08 | 253.09 | 0.55 | 12.02 | 11 | 0.4 | 0.58 | 11 | 11 | |
| Hierarchy FlowType=NF, st=0.252025.08 | 253.59 | 0.5 | 10.64 | 12 | 0.01 | 0.99 | 1 | 6.5 | |
| Hierarchy FlowType=NF, st=0.12025.08 | 260.75 | 0.47 | 10.62 | 13 | 0.01 | 0.99 | 1 | 7 | |
| Synthetic ImagesType=None2025.08 | 262.56 | 0.48 | 10.46 | — | 0 | 1 | — | — |