Defocus deblurring on CLDefocus (test)
6.953NIQEINIKNet
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| INIKNetTrain Set=DPDD2026.07 | 6.953 | 39.743 | 0.36 | 28.49 | 0.829 | 0.233 | 0.182 | 0.272 | 0.308 | |
| NAFNetTrain Set=DPDD2026.07 | 7.113 | 43.163 | 0.39 | 26.56 | 0.808 | 0.252 | 0.195 | 0.299 | 0.34 | |
| INIKNetTrain Set=SYNDOF2026.07 | 7.203 | 40.799 | 0.363 | 27.84 | 0.787 | 0.299 | 0.207 | 0.274 | 0.295 | |
| NRKNetTrain set=DPDD2026.07 | 7.508 | 38.961 | 0.345 | — | — | — | — | — | — | |
| NRKNetTrain Set=DPDD2026.07 | 7.508 | 38.961 | 0.345 | 28.27 | 0.825 | 0.263 | 0.195 | 0.277 | 0.3 | |
| INIKNetTrain Set=Ours2026.07 | 7.619 | 40.49 | 0.357 | 32.55 | 0.869 | 0.17 | 0.152 | 0.281 | 0.339 | |
| RestormerTrain Set=DPDD2026.07 | 7.629 | 42.052 | 0.376 | 27.57 | 0.829 | 0.233 | 0.184 | 0.293 | 0.318 | |
| NAFNetTrain Set=Ours2026.07 | 7.633 | 44.528 | 0.388 | 34.91 | 0.904 | 0.127 | 0.119 | 0.318 | 0.362 | |
| RestormerTrain Set=Ours2026.07 | 7.705 | 44.614 | 0.387 | 35.26 | 0.91 | 0.125 | 0.121 | 0.316 | 0.358 | |
| NRKNetTrain set=CLDefocus2026.07 | 7.724 | 39.85 | 0.348 | — | — | — | — | — | — | |
| NRKNetTrain Set=Ours2026.07 | 7.724 | 39.85 | 0.348 | 32.16 | 0.865 | 0.201 | 0.164 | 0.287 | 0.331 | |
| NAFNetTrain Set=SYNDOF2026.07 | 8.637 | 31.596 | 0.289 | 29.05 | 0.799 | 0.33 | 0.226 | 0.261 | 0.286 | |
| RestormerTrain Set=SYNDOF2026.07 | 8.782 | 29.693 | 0.269 | 29.31 | 0.799 | 0.331 | 0.226 | 0.251 | 0.271 | |
| NRKNetTrain set=SYNDOF2026.07 | 12.048 | 36.904 | 0.316 | — | — | — | — | — | — | |
| NRKNetTrain Set=SYNDOF2026.07 | 12.048 | 36.904 | 0.316 | 27.58 | 0.79 | 0.296 | 0.209 | 0.252 | 0.276 |