Nonlinear Deblur on FFHQ
29.77PSNRSITCOM
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| SITCOMType=Pixel, Run-time (s)=43.0402026.03 | 29.77 | 0.19 | — | — | 0.844 | — | — | |
| DAPSType=Pixel, Run-time (s)=763.8632026.03 | 28.907 | 0.222 | — | — | 0.78 | — | — | |
| ReSampleType=Latent, Run-time (s)=1276.3262026.03 | 28.748 | 0.236 | — | — | 0.797 | — | — | |
| Latent FAST-DIPSType=Latent, Run-time (s)=110.5672026.03 | 28.746 | 0.26 | — | — | 0.823 | — | — | |
| UOTIP2026.05 | 28.52 | — | 11.37 | — | 0.8841 | — | — | |
| UOTIP2026.05 | 28.52 | — | — | — | 0.8841 | 36.974 | 11.37 | |
| FAST-DIPSType=Pixel, Run-time (s)=57.9032026.03 | 27.818 | 0.28 | — | — | 0.803 | — | — | |
| SGPSNFE=992025.12 | 27.332 | 0.197 | — | — | — | — | — | |
| OTUR2026.05 | 26.94 | — | 12.538 | — | 0.8594 | — | — | |
| SGPSNFE=482025.12 | 26.116 | 0.218 | — | — | — | — | — | |
| DAPSNFE=1002025.12 | 25.564 | 0.255 | — | — | — | — | — | |
| LatentDAPSType=Latent, Run-time (s)=229.7002026.03 | 25.151 | 0.384 | — | — | 0.727 | — | — | |
| RCOT2026.05 | 25.14 | — | 52.268 | — | 0.7221 | — | — | |
| HRDISType=Pixel, Run-time (s)=3.0942026.03 | 24.929 | 0.357 | — | — | 0.658 | — | — | |
| MCLCBase Method=ReSample2026.01 | 24.84 | 0.449 | 148.42 | 159.76 | — | — | — | |
| ReSampleBase Method=ReSample2026.01 | 24.65 | 0.431 | 151.79 | 153.5 | — | — | — | |
| DiffStateGradBase Method=ReSample2026.01 | 24.61 | 0.432 | 142.54 | 154.07 | — | — | — | |
| DiffStateGradBase Method=LatentDAPS2026.01 | 24.58 | 0.48 | 149.67 | 150.81 | — | — | — | |
| LatentDAPSBase Method=LatentDAPS2026.01 | 24.48 | 0.481 | 152.4 | 152.8 | — | — | — | |
| MCLCBase Method=LatentDAPS2026.01 | 24.43 | 0.475 | 147.81 | 148.72 | — | — | — | |
| DAPSNFE=502025.12 | 24.277 | 0.323 | — | — | — | — | — | |
| NOT2026.05 | 21.37 | — | 43.661 | — | 0.7373 | — | — | |
| DPSNFE=10002025.12 | 20.678 | 0.37 | — | — | — | — | — | |
| DPS2026.05 | 19.01 | — | — | — | 0.4938 | 73.414 | 4.387 | |
| DPSNFE=1002025.12 | 18.945 | 0.423 | — | — | — | — | — | |
| DPSNFE=502025.12 | 16.825 | 0.491 | — | — | — | — | — |