Gaussian Deblur on ImageNet
27.3PSNRG&G
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| G&GMemory (MB)=4991, Run time (sec)=832026.03 | 27.3 | — | — | — | |
| MCLCBase Method=PSLD2026.01 | 25.89 | 0.38 | 92.74 | 95.01 | |
| MCLCBase Method=LDPS2026.01 | 25.84 | 0.395 | 103.87 | 93.28 | |
| RED-DIFFMemory (MB)=4995, Run time (sec)=1652026.03 | 25.8 | — | — | — | |
| PSLDBase Method=PSLD2026.01 | 25.52 | 0.371 | 104.86 | 108.76 | |
| DiffStateGradBase Method=PSLD2026.01 | 25.47 | 0.377 | 106.9 | 109.92 | |
| DiffStateGradBase Method=LatentDAPS2026.01 | 25.47 | 0.374 | 113.57 | 110.81 | |
| MCLCBase Method=LatentDAPS2026.01 | 25.42 | 0.376 | 116.35 | 111.04 | |
| LatentDAPSBase Method=LatentDAPS2026.01 | 25.41 | 0.375 | 112.54 | 111.22 | |
| DAPSMemory (MB)=4993, Run time (sec)=2192026.03 | 25.4 | — | — | — | |
| MCLCBase Method=ReSample2026.01 | 25.19 | 0.378 | 81.71 | 123 | |
| LDPSBase Method=LDPS2026.01 | 25.04 | 0.407 | 120.79 | 108.52 | |
| DiffStateGradBase Method=LDPS2026.01 | 25 | 0.409 | 122.14 | 106.84 | |
| PNP-DMMemory (MB)=4993, Run time (sec)=6362026.03 | 24.5 | — | — | — | |
| ReSampleBase Method=ReSample2026.01 | 24.15 | 0.404 | 83.9 | 135.07 | |
| DiffStateGradBase Method=ReSample2026.01 | 24.12 | 0.417 | 79.57 | 133.22 | |
| DDNMMemory (MB)=5031, Run time (sec)=2962026.03 | 23.7 | — | — | — | |
| DPSMemory (MB)=8701, Run time (sec)=3602026.03 | 22.6 | — | — | — | |
| PGDMMemory (MB)=8741, Run time (sec)=3712026.03 | 9.7 | — | — | — | |
| DAPSMemory (MB)=4993, Run time (sec)=219, sigma_y=0.052026.03 | — | 0.41 | — | — | |
| DDNMMemory (MB)=5031, Run time (sec)=296, sigma_y=0.052026.03 | — | 0.42 | — | — | |
| DPSMemory (MB)=8701, Run time (sec)=360, sigma_y=0.052026.03 | — | 0.35 | — | — | |
| G&GMemory (MB)=4991, Run time (sec)=83, sigma_y=0.052026.03 | — | 0.34 | — | — | |
| PGDMMemory (MB)=8741, Run time (sec)=371, sigma_y=0.052026.03 | — | 1.06 | — | — | |
| PNP-DMMemory (MB)=4993, Run time (sec)=636, sigma_y=0.052026.03 | — | 0.47 | — | — | |
| RED-DIFFMemory (MB)=4995, Run time (sec)=165, sigma_y=0.052026.03 | — | 0.44 | — | — |