Lensless Image Reconstruction on DiffuserCam (test)
0.312ManIQAFlatNet+DiffBIR
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| FlatNet+DiffBIRrestoration model=pre-trained blind image restoration model DiffBIR2024.09 | 0.312 | 18.97 | 0.517 | 0.505 | 0.548 | 51.2 | |
| WienerDeconv2024.09 | 0.184 | 10.59 | 0.275 | 0.843 | 0.18 | 19.43 | |
| PhoCoLens2024.09 | 0.172 | 24.12 | 0.748 | 0.161 | 0.339 | 32.84 | |
| DDNM+sampling=zero-shot inverse imaging, foundation model=Stable Diffusion2024.09 | 0.162 | 18.36 | 0.539 | 0.516 | 0.201 | 27.83 | |
| Ground Truth2024.09 | 0.16 | — | — | — | 0.333 | 31.21 | |
| ADMM2024.09 | 0.141 | 12.87 | 0.305 | 0.705 | 0.136 | 16.51 | |
| UPDN2024.09 | 0.139 | 24.67 | 0.747 | 0.256 | 0.178 | 22.56 | |
| FlatNet-gen2024.09 | 0.134 | 21.43 | 0.696 | 0.254 | 0.244 | 23.15 | |
| MMCN2024.09 | 0.121 | 24.09 | 0.744 | 0.238 | 0.183 | 21.47 | |
| Le-ADMM-U2024.09 | 0.11 | 22.35 | 0.668 | 0.253 | 0.185 | 20.16 |