Defocus Deblurring on DP Dataset Indoor 1.0 (test)
29.83PSNRRestormer-LocalD
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Restormer-LocalDInput Type=Dual-pixel2021.12 | 29.83 | 90.3 | 0.022 | 0.12 | |
| RestormerInput Modality=Dual-pixel2021.11 | 29.48 | 89.5 | 0.023 | 0.134 | |
| RestormerDInput Type=Dual-pixel2021.12 | 29.48 | 89.5 | 0.023 | 0.134 | |
| Restormer-LocalInput Type=Single-image2021.12 | 29.08 | 88.8 | 0.024 | 0.139 | |
| GRLS-Bmode=single-image, model_size=Base2023.03 | 29.06 | 88.6 | 0.024 | 0.139 | |
| MIRNet-v22022.04 | 28.96 | 88.1 | 0.024 | 0.154 | |
| KBNetlMACs=108G2023.03 | 28.89 | 88.3 | 0.024 | 0.143 | |
| RestormerInput Modality=Single-image2021.11 | 28.87 | 88.2 | 0.025 | 0.145 | |
| RestormerInput Type=Single-image2021.12 | 28.87 | 88.2 | 0.025 | 0.145 | |
| RestormerMACs=141G2023.03 | 28.87 | 88.2 | 0.025 | 0.145 | |
| Restormersmode=single-image2023.03 | 28.87 | 88.2 | 0.025 | 0.145 | |
| IFANInput Modality=Dual-pixel2021.11 | 28.66 | 86.8 | 0.025 | 0.172 | |
| IFANDInput Type=Dual-pixel2021.12 | 28.66 | 86.8 | 0.025 | 0.172 | |
| KBNetsMACs=69G2023.03 | 28.42 | 87.2 | 0.026 | 0.159 | |
| UformerInput Modality=Dual-pixel2021.11 | 28.23 | 86 | 0.026 | 0.199 | |
| UformerDInput Type=Dual-pixel2021.12 | 28.23 | 86 | 0.026 | 0.199 | |
| IFANInput Modality=Single-image2021.11 | 28.11 | 86.1 | 0.026 | 0.179 | |
| IFANsInput Type=Single-image2021.12 | 28.11 | 86.1 | 0.026 | 0.179 | |
| IFANMACs=363G2023.03 | 28.11 | 86.1 | 0.026 | 0.179 | |
| IFANsmode=single-image2023.03 | 28.11 | 86.1 | 0.026 | 0.179 | |
| RDPDInput Modality=Dual-pixel2021.11 | 28.1 | 84.3 | 0.027 | 0.21 | |
| RDPD2022.04 | 28.1 | 84.3 | 0.027 | 0.21 | |
| RDPDDInput Type=Dual-pixel2021.12 | 28.1 | 84.3 | 0.027 | 0.21 | |
| KPACInput Modality=Single-image2021.11 | 27.97 | 85.2 | 0.026 | 0.182 | |
| KPACsInput Type=Single-image2021.12 | 27.97 | 85.2 | 0.026 | 0.182 | |
| KPAC2023.03 | 27.97 | 85.2 | 0.026 | 0.182 | |
| KPACSmode=single-image2023.03 | 27.97 | 85.2 | 0.026 | 0.182 | |
| DPDNetInput=two L/R DP views2020.05 | 27.48 | 84.9 | 0.029 | 0.189 | |
| DPDNetInput Modality=Dual-pixel2021.11 | 27.48 | 84.9 | 0.029 | 0.189 | |
| DPDNet2022.04 | 27.48 | 84.9 | 0.029 | 0.189 | |
| DPDNetDInput Type=Dual-pixel2021.12 | 27.48 | 84.9 | 0.029 | 0.189 | |
| JNB2020.05 | 26.73 | 82.8 | 0.031 | 0.273 | |
| JNBInput Modality=Single-image2021.11 | 26.73 | 82.8 | 0.031 | 0.273 | |
| JNB2022.04 | 26.73 | 82.8 | 0.031 | 0.273 | |
| JNBsInput Type=Single-image2021.12 | 26.73 | 82.8 | 0.031 | 0.273 | |
| JNB2023.03 | 26.73 | 82.8 | 0.031 | 0.273 | |
| JNBsmode=single-image2023.03 | 26.73 | 82.8 | 0.031 | 0.273 | |
| DPDNet-SingleInput=single blurred image2020.05 | 26.54 | 81.6 | 0.031 | 0.239 | |
| DPDNetInput Modality=Single-image2021.11 | 26.54 | 81.6 | 0.031 | 0.239 | |
| DPDNetsInput Type=Single-image2021.12 | 26.54 | 81.6 | 0.031 | 0.239 | |
| DPDNetMACs=991G2023.03 | 26.54 | 81.6 | 0.031 | 0.239 | |
| DPDNetsmode=single-image2023.03 | 26.54 | 81.6 | 0.031 | 0.239 | |
| EBDB2020.05 | 25.77 | 77.2 | 0.04 | 0.297 | |
| EBDBInput Modality=Single-image2021.11 | 25.77 | 77.2 | 0.04 | 0.297 | |
| EBDB2022.04 | 25.77 | 77.2 | 0.04 | 0.297 | |
| EBDBsInput Type=Single-image2021.12 | 25.77 | 77.2 | 0.04 | 0.297 | |
| EBDB2023.03 | 25.77 | 77.2 | 0.04 | 0.297 | |
| EBDBsmode=single-image2023.03 | 25.77 | 77.2 | 0.04 | 0.297 | |
| DMENet2020.05 | 25.5 | 78.8 | 0.038 | 0.298 | |
| DMENetInput Modality=Single-image2021.11 | 25.5 | 78.8 | 0.038 | 0.298 | |
| DMENet2022.04 | 25.5 | 78.8 | 0.038 | 0.298 | |
| DMENetsInput Type=Single-image2021.12 | 25.5 | 78.8 | 0.038 | 0.298 | |
| DMENetMACs=11732023.03 | 25.5 | 78.8 | 0.038 | 0.298 | |
| DMENetsmode=single-image2023.03 | 25.5 | 78.8 | 0.038 | 0.298 |