Desnowing on Realistic
33.92FIDRegression-based specialized models
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Regression-based specialized modelsMethod Category=Regression-based specialized models2024.03 | 33.92 | 5.39 | |
| Diff-PluginMethod Category=Diffusion-based models2024.03 | 34.3 | 5.2 | |
| Diff-PluginSteps=20, MACs(G)=30400, Para.(M)=12562026.01 | 34.3 | 5.2 | |
| ControlNetMethod Category=Diffusion-based models, re-trained=true2024.03 | 34.36 | 5.7 | |
| ControlNetSteps=50, MACs(G)=24637, Para.(M)=13972026.01 | 34.36 | 5.7 | |
| P2PMethod Category=Diffusion-based models2024.03 | 34.48 | 6.03 | |
| PromptIRMethod Category=Regression-based multi-task models, re-trained=true2024.03 | 34.66 | 5.35 | |
| Nano-Diff-PluginSteps=20, MACs(G)=17120, Para.(M)=7122026.01 | 34.83 | 5.63 | |
| WGWS-NetMethod Category=Regression-based multi-task models, re-trained=true2024.03 | 34.84 | 5.71 | |
| PNPMethod Category=Diffusion-based models2024.03 | 35.01 | 6.52 | |
| AirNetMethod Category=Regression-based multi-task models, re-trained=true2024.03 | 35.02 | 5.52 | |
| SDMethod Category=Diffusion-based models2024.03 | 35.24 | 7.88 | |
| SDSteps=200, MACs(G)=79940, Para.(M)=14102026.01 | 35.24 | 7.88 | |
| InstructP2PMethod Category=Diffusion-based models2024.03 | 42.01 | 8.54 | |
| InstructP2PSteps=100, MACs(G)=103381, Para.(M)=10272026.01 | 42.01 | 8.54 | |
| Null-TextMethod Category=Diffusion-based models2024.03 | 60.49 | 16.38 | |
| Null-TextSteps=50, MACs(G)=374137, Para.(M)=10272026.01 | 60.49 | 16.38 |