Phase Retrieval on ImageNet
22.41PSNRDAPS
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DAPSN=4, runtime=matched wall-clock2026.05 | 22.41 | 59.3 | 0.325 | |
| DAPSType=Pixel, Run-time (s)=320.9262026.03 | 22.354 | 51.9 | 0.402 | |
| A-TGDruntime=matched wall-clock, particles=starts with four, prunes to one2026.05 | 22.18 | 61.7 | 0.326 | |
| FAST-DIPSType=Pixel, Run-time (s)=16.6292026.03 | 19.738 | 49 | 0.479 | |
| DAPSN=1, runtime=matched wall-clock2026.05 | 19.42 | 49.9 | 0.413 | |
| Latent FAST-DIPSType=Latent, Run-time (s)=85.5202026.03 | 18.874 | 44.1 | 0.507 | |
| SITCOMType=Pixel, Run-time (s)=99.1032026.03 | 18.704 | 39.3 | 0.519 | |
| Ours-tweedie2026.03 | 17.77 | 44 | 0.471 | |
| DAPS + ProxiMAPNFE=12002026.05 | 17.1 | — | 0.49 | |
| LatentDAPSType=Latent, Run-time (s)=202.4262026.03 | 17.067 | 44.6 | 0.624 | |
| ReSampleType=Latent, Run-time (s)=354.4302026.03 | 16.913 | 32 | 0.608 | |
| DAPS2026.03 | 16.444 | 39.5 | 0.512 | |
| Ours-ode2026.03 | 16.013 | 33.9 | 0.539 | |
| DAPSNFE=12002026.05 | 15.5 | — | 0.53 | |
| PnPFlowNFE=5002026.05 | 15.2 | — | 0.54 | |
| REDDiffNFE=10002026.05 | 14.8 | — | 0.6 | |
| DAPSMemory (MB)=4993, Run time (sec)=2192026.03 | 14.6 | — | — | |
| SITCOMNFE=8002026.05 | 14.6 | — | 0.55 | |
| RED-DIFFMemory (MB)=4995, Run time (sec)=1652026.03 | 14.2 | — | — | |
| HRDISType=Pixel, Run-time (s)=29.9152026.03 | 14.019 | 19.5 | 0.722 | |
| DPSNFE=20002026.05 | 13.5 | — | 0.59 | |
| PNP-DMMemory (MB)=4993, Run time (sec)=6362026.03 | 13 | — | — | |
| RED-diff2026.03 | 12.852 | 20.4 | 0.695 | |
| G&GMemory (MB)=4991, Run time (sec)=832026.03 | 12.6 | — | — | |
| DPSruntime=matched wall-clock2026.05 | 12.58 | 23.2 | 0.601 | |
| DCDP2026.03 | 12.257 | 21.2 | 0.665 | |
| DPSMemory (MB)=8701, Run time (sec)=3602026.03 | 11.9 | — | — | |
| DPS2026.03 | 9.434 | 21.6 | 0.768 | |
| PMC2026.03 | 8.636 | 12.9 | 0.89 | |
| DAPSMemory (MB)=4993, Run time (sec)=2192026.03 | — | 36 | — | |
| DAPSMemory (MB)=4993, Run time (sec)=219, sigma_y=0.052026.03 | — | — | 0.6 | |
| DPSMemory (MB)=8701, Run time (sec)=3602026.03 | — | 20 | — | |
| DPSMemory (MB)=8701, Run time (sec)=360, sigma_y=0.052026.03 | — | — | 0.67 | |
| G&GMemory (MB)=4991, Run time (sec)=832026.03 | — | 25 | — | |
| G&GMemory (MB)=4991, Run time (sec)=83, sigma_y=0.052026.03 | — | — | 0.65 | |
| PNP-DMMemory (MB)=4993, Run time (sec)=6362026.03 | — | 33 | — | |
| PNP-DMMemory (MB)=4993, Run time (sec)=636, sigma_y=0.052026.03 | — | — | 0.73 | |
| RED-DIFFMemory (MB)=4995, Run time (sec)=1652026.03 | — | 23 | — | |
| RED-DIFFMemory (MB)=4995, Run time (sec)=165, sigma_y=0.052026.03 | — | — | 0.64 |