Defocus Deblurring on DP Dataset Combined 1.0 (test)
27.04PSNRGRLD-B
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| GRLD-Bmode=dual-pixel, model_size=Base2023.03 | 27.04 | 84.7 | 0.034 | 0.133 | |
| Restormer-LocalDInput Type=Dual-pixel2021.12 | 27.02 | 84.7 | 0.034 | 0.14 | |
| RestormerInput Modality=Dual-pixel2021.11 | 26.66 | 83.3 | 0.035 | 0.155 | |
| RestormerDInput Type=Dual-pixel2021.12 | 26.66 | 83.3 | 0.035 | 0.155 | |
| RestormerDmode=dual-pixel2023.03 | 26.66 | 83.3 | 0.035 | 0.155 | |
| ALGNet2024.03 | 26.45 | 82.1 | 0.036 | 0.186 | |
| IRNeXt2024.03 | 26.3 | 81.4 | 0.037 | 0.206 | |
| Restormer-LocalInput Type=Single-image2021.12 | 26.24 | 82.5 | 0.037 | 0.168 | |
| SFNet2024.03 | 26.23 | 81.1 | 0.037 | 0.207 | |
| FSNet2024.03 | 26.22 | 81.1 | 0.037 | 0.207 | |
| MIRNet-v22022.04 | 26.2 | 81.6 | 0.037 | 0.18 | |
| GRLS-Bmode=single-image, model_size=Base2023.03 | 26.18 | 82.2 | 0.037 | 0.168 | |
| MambaIR2024.03 | 26.11 | 80.9 | 0.039 | 0.202 | |
| IFANInput Modality=Dual-pixel2021.11 | 25.99 | 80.4 | 0.037 | 0.207 | |
| IFANDInput Type=Dual-pixel2021.12 | 25.99 | 80.4 | 0.037 | 0.207 | |
| IFANDmode=dual-pixel2023.03 | 25.99 | 80.4 | 0.037 | 0.207 | |
| RestormerInput Modality=Single-image2021.11 | 25.98 | 81.1 | 0.038 | 0.178 | |
| RestormerInput Type=Single-image2021.12 | 25.98 | 81.1 | 0.038 | 0.178 | |
| Restormersmode=single-image2023.03 | 25.98 | 81.1 | 0.038 | 0.178 | |
| Restormer2024.03 | 25.98 | 81.1 | 0.038 | 0.178 | |
| UformerInput Modality=Dual-pixel2021.11 | 25.65 | 79.5 | 0.039 | 0.243 | |
| UformerDInput Type=Dual-pixel2021.12 | 25.65 | 79.5 | 0.039 | 0.243 | |
| UformerDmode=dual-pixel2023.03 | 25.65 | 79.5 | 0.039 | 0.243 | |
| RDPDInput Modality=Dual-pixel2021.11 | 25.39 | 77.2 | 0.04 | 0.255 | |
| RDPD2022.04 | 25.39 | 77.2 | 0.04 | 0.255 | |
| RDPDDInput Type=Dual-pixel2021.12 | 25.39 | 77.2 | 0.04 | 0.255 | |
| RDPDDmode=dual-pixel2023.03 | 25.39 | 77.2 | 0.04 | 0.255 | |
| IFANInput Modality=Single-image2021.11 | 25.37 | 78.9 | 0.039 | 0.217 | |
| IFANsInput Type=Single-image2021.12 | 25.37 | 78.9 | 0.039 | 0.217 | |
| IFANsmode=single-image2023.03 | 25.37 | 78.9 | 0.039 | 0.217 | |
| IFAN2024.03 | 25.37 | 78.9 | 0.039 | 0.217 | |
| KPACInput Modality=Single-image2021.11 | 25.22 | 77.4 | 0.04 | 0.227 | |
| KPACsInput Type=Single-image2021.12 | 25.22 | 77.4 | 0.04 | 0.227 | |
| KPACSmode=single-image2023.03 | 25.22 | 77.4 | 0.04 | 0.227 | |
| KPAC2024.03 | 25.22 | 77.4 | 0.04 | 0.227 | |
| DPDNetInput=two L/R DP views2020.05 | 25.13 | 78.6 | 0.041 | 0.223 | |
| DPDNetInput Modality=Dual-pixel2021.11 | 25.13 | 78.6 | 0.041 | 0.223 | |
| DPDNet2022.04 | 25.13 | 78.6 | 0.041 | 0.223 | |
| DPDNetDInput Type=Dual-pixel2021.12 | 25.13 | 78.6 | 0.041 | 0.223 | |
| DPDNetDmode=dual-pixel2023.03 | 25.13 | 78.6 | 0.041 | 0.223 | |
| DPDNet-SingleInput=single blurred image2020.05 | 24.34 | 74.7 | 0.044 | 0.277 | |
| DPDNetInput Modality=Single-image2021.11 | 24.34 | 74.7 | 0.044 | 0.277 | |
| DPDNetsInput Type=Single-image2021.12 | 24.34 | 74.7 | 0.044 | 0.277 | |
| DPDNetsmode=single-image2023.03 | 24.34 | 74.7 | 0.044 | 0.277 | |
| DPDNet2024.03 | 24.34 | 74.7 | 0.044 | 0.277 | |
| JNB2020.05 | 23.84 | 71.5 | 0.048 | 0.315 | |
| JNBInput Modality=Single-image2021.11 | 23.84 | 71.5 | 0.048 | 0.315 | |
| JNB2022.04 | 23.84 | 71.5 | 0.048 | 0.315 | |
| JNBsInput Type=Single-image2021.12 | 23.84 | 71.5 | 0.048 | 0.315 | |
| JNBsmode=single-image2023.03 | 23.84 | 71.5 | 0.048 | 0.315 | |
| JNB2024.03 | 23.84 | 71.5 | 0.048 | 0.315 | |
| EBDB2020.05 | 23.45 | 68.3 | 0.049 | 0.336 | |
| EBDBInput Modality=Single-image2021.11 | 23.45 | 68.3 | 0.049 | 0.336 | |
| EBDB2022.04 | 23.45 | 68.3 | 0.049 | 0.336 | |
| EBDBsInput Type=Single-image2021.12 | 23.45 | 68.3 | 0.049 | 0.336 | |
| EBDBsmode=single-image2023.03 | 23.45 | 68.3 | 0.049 | 0.336 | |
| EBDB2024.03 | 23.45 | 68.3 | 0.049 | 0.336 | |
| DMENet2020.05 | 23.41 | 71.4 | 0.051 | 0.349 | |
| DMENetInput Modality=Single-image2021.11 | 23.41 | 71.4 | 0.051 | 0.349 | |
| DMENet2022.04 | 23.41 | 71.4 | 0.051 | 0.349 | |
| DMENetsInput Type=Single-image2021.12 | 23.41 | 71.4 | 0.051 | 0.349 | |
| DMENetsmode=single-image2023.03 | 23.41 | 71.4 | 0.051 | 0.349 | |
| DMENet2024.03 | 23.41 | 71.4 | 0.051 | 0.349 |