Image Restoration on ImageNet (inference)
7.4Inference Time (s)SubDAPS++
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SubDAPS++NFEs=100, resolution=64x64/128x128/256x2562026.05 | 7.4 | 2,796 | |
| RED-diffNFEs=1002026.05 | 7.5 | 13,598 | |
| DiffPIRNFEs=1002026.05 | 9.7 | 3,770 | |
| ΠGDMNFEs=1002026.05 | 12.9 | 8,620 | |
| SubDAPSNFEs=100, resolution=64x64/128x128/256x2562026.05 | 14.2 | 2,784 | |
| DAPSNFEs=1002026.05 | 16.1 | 3,824 | |
| AdaPSNFEs=1002026.05 | 18.2 | 9,320 | |
| LatentDAPSNFEs=1002026.05 | 53.7 | 4,720 | |
| ReSampleNFEs=1002026.05 | 74.9 | 4,756 | |
| SubDPSresolution=64x64/128x128/256x2562026.05 | 92.8 | 3,008 | |
| MGPSNFEs=1002026.05 | 110.2 | 22,166 | |
| DPS2026.05 | 122.3 | 8,586 |