Synthetic Image Generation on Polyp dataset (test)
62.706FIDSiamese-Diffusion (Ours)
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Siamese-Diffusion (Ours)control=mask-only2025.05 | 62.706 | 0.0395 | 0.892 | 0.586 | 0.515 | 0.587 | 6.04 | |
| ControlNetcontrol=mask-only2025.05 | 70.63 | 0.0509 | 0.887 | 0.612 | 0.543 | 0.487 | 5.94 | |
| ArSDMcontrol=mask-only2025.05 | 98.085 | 0.0927 | 0.845 | 0.727 | 0.811 | — | — | |
| SinGAN-Segcontrol=mask-only2025.05 | 103.142 | 0.0898 | 0.851 | 0.639 | 0.929 | 0.233 | 8.25 | |
| T2I-Adaptercontrol=mask-only2025.05 | 162.447 | 0.1517 | 0.875 | 0.672 | 0.797 | — | — |