Defocus Deblurring on DPD (test)
26.28PSNRUformer-B
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Uformer-Bmodel_size=Base2021.06 | 26.28 | 0.891 | — | |
| DRBNetParams (M)=11.692022.04 | 25.725 | 0.791 | 0.183 | |
| GKMNet#Parameters=1.41 Million, #FLOPs=603.5 Billion, Model Size=5.7 MegaBytes, Time (Seconds) CPU=43.9, Time (Seconds) GPU=0.0402021.10 | 25.47 | 0.789 | 0.219 | |
| IFANetParams (M)=10.482022.04 | 25.366 | 0.789 | 0.217 | |
| KPAC2021.06 | 25.24 | 0.842 | — | |
| KPACParams (M)=2.062022.04 | 25.221 | 0.774 | 0.226 | |
| AttNet#Parameters=6.91 Million, #FLOPs=3450.4 Billion, Model Size=39.5 MegaBytes, Time (Seconds) CPU=62.8, Time (Seconds) GPU=0.0412021.10 | 25.22 | 0.781 | 0.219 | |
| DPDNet2021.06 | 25.13 | 0.786 | — | |
| DPDNet-D#Parameters=32.25 Million, #FLOPs=4048.6 Billion, Model Size=355.3 MegaBytes, Time (Seconds) CPU=56.6, Time (Seconds) GPU=0.412021.10 | 25.12 | 0.786 | 0.223 | |
| SRN#Parameters=10.25 Million, #FLOPs=3117.6 Billion, Model Size=32.0 MegaBytes, Time (Seconds) CPU=58.3, Time (Seconds) GPU=0.0322021.10 | 24.61 | 0.612 | 0.265 | |
| DPDNetsParams (M)=31.032022.04 | 24.388 | 0.749 | 0.277 | |
| DPDNet-S#Parameters=32.25 Million, #FLOPs=4042.5 Billion, Model Size=355.3 MegaBytes, Time (Seconds) CPU=56.6, Time (Seconds) GPU=0.412021.10 | 24.34 | 0.747 | 0.277 | |
| AIFNetParams (M)=41.552022.04 | 24.213 | 0.742 | 0.309 | |
| Input2022.04 | 23.89 | 0.725 | 0.349 | |
| JNBTime (Seconds) CPU=843.12021.10 | 23.84 | 0.715 | 0.315 | |
| JNB2021.06 | 23.84 | 0.715 | — | |
| EBDBTime (Seconds) CPU=929.72021.10 | 23.45 | 0.683 | 0.336 | |
| DMENet#Parameters=26.94 Million, Time (Seconds) CPU=613.72021.10 | 23.41 | 0.714 | 0.349 | |
| DMENet2021.06 | 23.41 | 0.714 | — |