Image Synthesis on DEVICE-TEM
0.587MS-SSIMpatch-based progressive DDPM
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| patch-based progressive DDPMStat=mean2026.06 | 0.587 | 0.529 | 18.96 | 0.019 | 0.342 | 58.73 | 0.002 | |
| MS-SSIM VAEStat=mean2026.06 | 0.571 | 0.574 | 15.87 | 0.032 | 0.492 | 202.72 | 0.094 | |
| DDPMStat=mean2026.06 | 0.547 | 0.48 | 18.13 | 0.02 | 0.377 | 55.43 | 0.01 | |
| patch-based progressive DDPMStat=med.2026.06 | 0.546 | 0.569 | 18 | 0.016 | 0.349 | — | — | |
| MS-SSIM VAEStat=med.2026.06 | 0.535 | 0.573 | 15.61 | 0.028 | 0.524 | — | — | |
| DDPMStat=med.2026.06 | 0.512 | 0.49 | 17.47 | 0.018 | 0.381 | — | — | |
| DCGANStat=mean2026.06 | 0.309 | 0.208 | 14.17 | 0.044 | 0.618 | 251.36 | 0.132 | |
| DCGANStat=med.2026.06 | 0.265 | 0.166 | 12.82 | 0.052 | 0.698 | — | — |