Super-resolution on E3SM-HR Shortwave Heat Flux (test)
0.0011MSEViFOR
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ViFORTraining Setting=Full Image2025.02 | 0.0011 | 29.34 | 0.78 | |
| ViFORTraining Setting=Sub-Image2025.02 | 0.0014 | 28.48 | 0.76 | |
| SwinIRTraining Setting=Full Image2025.02 | 0.0014 | 28.12 | 0.74 | |
| ViSIRTraining Setting=Sub-Image2025.02 | 0.0015 | 28.15 | 0.74 | |
| ViSIRTraining Setting=Full Image2025.02 | 0.0016 | 27.88 | 0.73 | |
| SwinIRTraining Setting=Sub-Image2025.02 | 0.0017 | 27.92 | 0.73 | |
| SRCNNTraining Setting=Sub-Image2025.02 | 0.0018 | 26.98 | 0.72 | |
| SRCNNTraining Setting=Full Image2025.02 | 0.0021 | 26.74 | 0.71 | |
| ViTTraining Setting=Full Image2025.02 | 0.0042 | 23.8 | 0.65 | |
| SRGANTraining Setting=Sub-Image2025.02 | 0.0043 | 22.67 | 0.64 | |
| ViTTraining Setting=Sub-Image2025.02 | 0.0049 | 23 | 0.63 | |
| SRGANTraining Setting=Full Image2025.02 | 0.0069 | 21.1 | 0.6 | |
| SIRENTraining Setting=Full Image2025.02 | 0.0093 | 20.41 | 0.57 | |
| SIRENTraining Setting=Sub-Image2025.02 | 0.0096 | 19.98 | 0.55 |