Deblurring on RealBlur-J (FID, KID)
51.81FIDDiff-Plugin
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Diff-PluginMethod Category=Diffusion-based models2024.03 | 51.81 | 14.63 | |
| Diff-PluginSteps=20, MACs(G)=30400, Para.(M)=12562026.01 | 51.81 | 14.63 | |
| ControlNetMethod Category=Diffusion-based models, re-trained=true2024.03 | 52.3 | 17.19 | |
| ControlNetSteps=50, MACs(G)=24637, Para.(M)=13972026.01 | 52.3 | 17.19 | |
| Nano-Diff-PluginSteps=20, MACs(G)=17120, Para.(M)=7122026.01 | 52.41 | 15.48 | |
| PromptIRMethod Category=Regression-based multi-task models, re-trained=true2024.03 | 55.37 | 16.42 | |
| Regression-based specialized modelsMethod Category=Regression-based specialized models2024.03 | 55.64 | 15.7 | |
| WGWS-NetMethod Category=Regression-based multi-task models, re-trained=true2024.03 | 56.8 | 16.83 | |
| InstructP2PMethod Category=Diffusion-based models2024.03 | 57.38 | 19.37 | |
| InstructP2PSteps=100, MACs(G)=103381, Para.(M)=10272026.01 | 57.38 | 19.37 | |
| SDMethod Category=Diffusion-based models2024.03 | 59.21 | 18.96 | |
| SDSteps=200, MACs(G)=79940, Para.(M)=14102026.01 | 59.21 | 18.96 | |
| AirNetMethod Category=Regression-based multi-task models, re-trained=true2024.03 | 59.38 | 20.95 | |
| Null-TextMethod Category=Diffusion-based models2024.03 | 60.38 | 20.37 | |
| Null-TextSteps=50, MACs(G)=374137, Para.(M)=10272026.01 | 60.38 | 20.37 | |
| PNPMethod Category=Diffusion-based models2024.03 | 63.16 | 23.58 | |
| P2PMethod Category=Diffusion-based models2024.03 | 63.43 | 25.15 |