Image Deblurring on Motion Blur Standard (within-distribution)
0.136LPIPSNAFNet
Evaluation results
| Method | Links | ||
|---|---|---|---|
| NAFNetTraining Dataset=Standard2024.11 | 0.136 | 28.72 | |
| NAFNetTraining Dataset=GenDS2024.11 | 0.136 | 29.31 | |
| DA-CLIPTraining Dataset=GenDS2024.11 | 0.14 | 37.82 | |
| Diff-PluginTraining Dataset=GenDS2024.11 | 0.142 | 35.99 | |
| Diff-PluginTraining Dataset=Standard2024.11 | 0.147 | 37.68 | |
| InstructIR2024.11 | 0.148 | 31.86 | |
| AutoDIR2024.11 | 0.161 | 33.34 | |
| PromptIRTraining Dataset=Standard2024.11 | 0.163 | 35.79 | |
| PromptIRTraining Dataset=GenDS2024.11 | 0.171 | 34.93 | |
| DiffUIR2024.11 | 0.182 | 42.89 | |
| SwinTraining Dataset=GenDS2024.11 | 0.189 | 42.17 | |
| SwinTraining Dataset=Standard2024.11 | 0.194 | 40.69 | |
| DA-CLIPTraining Dataset=Standard2024.11 | 0.198 | 50.03 | |
| Diff-PluginType=Publicly available pre-trained2024.11 | 0.218 | 50.57 |