Nonlinear Deblurring on FFHQ 256x256 (test)
0.116LPIPSLatentDAPS
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| LatentDAPSPre-trained model=Stable Diffusion v1.5, Guidance scale=7.5, Noise level (σy)=0.012024.07 | 0.116 | 31.67 | — | |
| DPSGaussian Noise σy=0.202026.04 | 0.307 | 22.83 | 0.643 | |
| NA-NHMCGaussian Noise σy=0.202026.04 | 0.317 | 24.89 | 0.705 | |
| DiffPIRGaussian Noise σy=0.202026.04 | 0.374 | 23.34 | 0.641 | |
| DMPlugGaussian Noise σy=0.202026.04 | 0.437 | 22.08 | 0.544 | |
| ReSampleGaussian Noise σy=0.202026.04 | 0.477 | 23.3 | 0.635 | |
| SITCOMGaussian Noise σy=0.202026.04 | 0.656 | 16.26 | 0.173 | |
| DAPSGaussian Noise σy=0.202026.04 | 0.728 | 17.38 | 0.154 | |
| RED-diffGaussian Noise σy=0.202026.04 | 0.816 | 12.85 | 0.063 |