Defocus Deblurring on DP Dataset Outdoor 1.0 (test)
24.39PSNRGRLD-B
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| GRLD-Bmode=dual-pixel, model_size=Base2023.03 | 24.39 | 0.795 | 0.045 | 0.15 | |
| Restormer-LocalDInput Type=Dual-pixel2021.12 | 24.37 | 0.794 | 0.045 | 0.159 | |
| RestormerInput Modality=Dual-pixel2021.11 | 23.97 | 0.773 | 0.047 | 0.175 | |
| RestormerDInput Type=Dual-pixel2021.12 | 23.97 | 0.773 | 0.047 | 0.175 | |
| RestormerDmode=dual-pixel2023.03 | 23.97 | 0.773 | 0.047 | 0.175 | |
| MIRNet-v22022.04 | 23.59 | 0.753 | 0.049 | 0.205 | |
| Restormer-LocalInput Type=Single-image2021.12 | 23.54 | 0.765 | 0.049 | 0.195 | |
| IFANInput Modality=Dual-pixel2021.11 | 23.46 | 0.743 | 0.049 | 0.24 | |
| IFANDInput Type=Dual-pixel2021.12 | 23.46 | 0.743 | 0.049 | 0.24 | |
| IFANDmode=dual-pixel2023.03 | 23.46 | 0.743 | 0.049 | 0.24 | |
| GRLS-Bmode=single-image, model_size=Base2023.03 | 23.45 | 0.761 | 0.049 | 0.196 | |
| KBNetlMACs=108G2023.03 | 23.32 | 0.749 | 0.049 | 0.205 | |
| RestormerInput Modality=Single-image2021.11 | 23.24 | 0.743 | 0.05 | 0.209 | |
| RestormerInput Type=Single-image2021.12 | 23.24 | 0.743 | 0.05 | 0.209 | |
| RestormerMACs=141G2023.03 | 23.24 | 0.743 | 0.05 | 0.209 | |
| Restormersmode=single-image2023.03 | 23.24 | 0.743 | 0.05 | 0.209 | |
| UformerInput Modality=Dual-pixel2021.11 | 23.1 | 0.728 | 0.051 | 0.285 | |
| UformerDInput Type=Dual-pixel2021.12 | 23.1 | 0.728 | 0.051 | 0.285 | |
| KBNetsMACs=69G2023.03 | 23.1 | 0.736 | 0.05 | 0.233 | |
| UformerDmode=dual-pixel2023.03 | 23.1 | 0.728 | 0.051 | 0.285 | |
| DPDNetInput=two L/R DP views2020.05 | 22.9 | 0.726 | 0.052 | 0.255 | |
| DPDNetInput Modality=Dual-pixel2021.11 | 22.9 | 0.726 | 0.052 | 0.255 | |
| DPDNet2022.04 | 22.9 | 0.726 | 0.052 | 0.255 | |
| DPDNetDInput Type=Dual-pixel2021.12 | 22.9 | 0.726 | 0.052 | 0.255 | |
| DPDNetDmode=dual-pixel2023.03 | 22.9 | 0.726 | 0.052 | 0.255 | |
| RDPDInput Modality=Dual-pixel2021.11 | 22.82 | 0.704 | 0.053 | 0.298 | |
| RDPD2022.04 | 22.82 | 0.704 | 0.053 | 0.298 | |
| RDPDDInput Type=Dual-pixel2021.12 | 22.82 | 0.704 | 0.053 | 0.298 | |
| RDPDDmode=dual-pixel2023.03 | 22.82 | 0.704 | 0.053 | 0.298 | |
| IFANInput Modality=Single-image2021.11 | 22.76 | 0.72 | 0.052 | 0.254 | |
| IFANsInput Type=Single-image2021.12 | 22.76 | 0.72 | 0.052 | 0.254 | |
| IFANMACs=363G2023.03 | 22.76 | 0.72 | 0.052 | 0.254 | |
| IFANsmode=single-image2023.03 | 22.76 | 0.72 | 0.052 | 0.254 | |
| KPACInput Modality=Single-image2021.11 | 22.62 | 0.701 | 0.053 | 0.269 | |
| KPACsInput Type=Single-image2021.12 | 22.62 | 0.701 | 0.053 | 0.269 | |
| KPAC2023.03 | 22.62 | 0.701 | 0.053 | 0.269 | |
| KPACSmode=single-image2023.03 | 22.62 | 0.701 | 0.053 | 0.269 | |
| DPDNet-SingleInput=single blurred image2020.05 | 22.25 | 0.682 | 0.056 | 0.313 | |
| DPDNetInput Modality=Single-image2021.11 | 22.25 | 0.682 | 0.056 | 0.313 | |
| DPDNetsInput Type=Single-image2021.12 | 22.25 | 0.682 | 0.056 | 0.313 | |
| DPDNetMACs=991G2023.03 | 22.25 | 0.682 | 0.056 | 0.313 | |
| DPDNetsmode=single-image2023.03 | 22.25 | 0.682 | 0.056 | 0.313 | |
| DMENet2020.05 | 21.43 | 0.644 | 0.063 | 0.397 | |
| DMENetInput Modality=Single-image2021.11 | 21.43 | 0.644 | 0.063 | 0.397 | |
| DMENet2022.04 | 21.43 | 0.644 | 0.063 | 0.397 | |
| DMENetsInput Type=Single-image2021.12 | 21.43 | 0.644 | 0.063 | 0.397 | |
| DMENetMACs=11732023.03 | 21.43 | 0.644 | 0.063 | 0.397 | |
| DMENetsmode=single-image2023.03 | 21.43 | 0.644 | 0.063 | 0.397 | |
| EBDB2020.05 | 21.25 | 0.599 | 0.058 | 0.373 | |
| EBDBInput Modality=Single-image2021.11 | 21.25 | 0.599 | 0.058 | 0.373 | |
| EBDB2022.04 | 21.25 | 0.599 | 0.058 | 0.373 | |
| EBDBsInput Type=Single-image2021.12 | 21.25 | 0.599 | 0.058 | 0.373 | |
| EBDB2023.03 | 21.25 | 0.599 | 0.058 | 0.373 | |
| EBDBsmode=single-image2023.03 | 21.25 | 0.599 | 0.058 | 0.373 | |
| JNB2020.05 | 21.1 | 0.608 | 0.064 | 0.355 | |
| JNBInput Modality=Single-image2021.11 | 21.1 | 0.608 | 0.064 | 0.355 | |
| JNB2022.04 | 21.1 | 0.608 | 0.064 | 0.355 | |
| JNBsInput Type=Single-image2021.12 | 21.1 | 0.608 | 0.064 | 0.355 | |
| JNB2023.03 | 21.1 | 0.608 | 0.064 | 0.355 | |
| JNBsmode=single-image2023.03 | 21.1 | 0.608 | 0.064 | 0.355 |