Phase Retrieval on FFHQ
30.253PSNRDAPS
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DAPSType=Pixel, Run-time (s)=122.1002026.03 | 30.253 | 0.202 | 0.801 | — | |
| A-TGDruntime=matched wall-clock, particles=starts with four, prunes to one2026.05 | 29.43 | 0.172 | 0.811 | — | |
| FAST-DIPSType=Pixel, Run-time (s)=10.3542026.03 | 29.253 | 0.218 | 0.851 | — | |
| SITCOMType=Pixel, Run-time (s)=37.4252026.03 | 28.512 | 0.24 | 0.791 | — | |
| Latent FAST-DIPSType=Latent, Run-time (s)=87.1672026.03 | 28.33 | 0.244 | 0.789 | — | |
| Ours-tweedie2026.03 | 27.944 | 0.209 | 0.793 | — | |
| DAPSN=4, runtime=matched wall-clock2026.05 | 27.81 | 0.207 | 0.765 | — | |
| Ours-ode2026.03 | 27.095 | 0.237 | 0.757 | — | |
| DAPSN=1, runtime=matched wall-clock2026.05 | 26.98 | 0.225 | 0.767 | — | |
| DAPS2026.03 | 26.707 | 0.23 | 0.749 | — | |
| ReSampleType=Latent, Run-time (s)=321.2272026.03 | 24.676 | 0.412 | 0.606 | — | |
| SGPSNFE=992025.12 | 24.08 | 0.268 | — | — | |
| HRDISType=Pixel, Run-time (s)=12.0202026.03 | 23.67 | 0.448 | 0.537 | — | |
| LatentDAPSType=Latent, Run-time (s)=193.0052026.03 | 23.45 | 0.418 | 0.695 | — | |
| DAPSMemory (MB)=2095, Run time (sec)=752026.03 | 21.6 | — | — | — | |
| RED-DIFFMemory (MB)=1985, Run time (sec)=502026.03 | 21.5 | — | — | — | |
| SGPSNFE=482025.12 | 20.951 | 0.378 | — | — | |
| DAPSNFE=1002025.12 | 20.83 | 0.402 | — | — | |
| DCDP2026.03 | 20.026 | 0.424 | 0.54 | — | |
| G&GMemory (MB)=1983, Run time (sec)=252026.03 | 19.7 | — | — | — | |
| PNP-DMMemory (MB)=1985, Run time (sec)=1942026.03 | 18.1 | — | — | — | |
| DPSNFE=10002025.12 | 17.406 | 0.483 | — | — | |
| DAPSNFE=502025.12 | 17.342 | 0.533 | — | — | |
| RED-diff2026.03 | 15.411 | 0.48 | 0.49 | — | |
| DPSNFE=1002025.12 | 14.257 | 0.513 | — | — | |
| DPSMemory (MB)=3309, Run time (sec)=1052026.03 | 14.1 | — | — | — | |
| DPSNFE=502025.12 | 13.472 | 0.531 | — | — | |
| DPSruntime=matched wall-clock2026.05 | 12.65 | 0.564 | 0.331 | — | |
| DPS2026.03 | 11.627 | 0.658 | 0.366 | — | |
| PMC2026.03 | 10.421 | 0.783 | 0.287 | — | |
| CLAMP2026.05 | — | — | — | 1.045 | |
| DAPSMemory (MB)=2095, Run time (sec)=752026.03 | — | — | 0.65 | — | |
| DAPS2026.05 | — | — | — | 1.054 | |
| DCDP2026.05 | — | — | — | 1.082 | |
| DPSMemory (MB)=3309, Run time (sec)=1052026.03 | — | — | 0.39 | — | |
| G&GMemory (MB)=1983, Run time (sec)=252026.03 | — | — | 0.58 | — | |
| PNP-DMMemory (MB)=1985, Run time (sec)=1942026.03 | — | — | 0.54 | — | |
| RED-DIFFMemory (MB)=1985, Run time (sec)=502026.03 | — | — | 0.53 | — | |
| SITCOM2026.05 | — | — | — | 1.056 |