Super-resolution on E3SM-HR Surface Temperature (test)
12MSE (%)ViFOR
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ViFORTraining Setting=Full Image2025.02 | 12 | 29.21 | 0.77 | |
| ViFORTraining Setting=Sub-Image2025.02 | 13 | 28.55 | 0.76 | |
| SwinIRTraining Setting=Sub-Image2025.02 | 14 | 28.43 | 0.75 | |
| ViSIRTraining Setting=Sub-Image2025.02 | 14 | 28.42 | 0.75 | |
| SwinIRTraining Setting=Full Image2025.02 | 14 | 28.42 | 0.76 | |
| ViSIRTraining Setting=Full Image2025.02 | 14 | 28.33 | 0.75 | |
| SRCNNTraining Setting=Sub-Image2025.02 | 15 | 27.38 | 0.73 | |
| SRCNNTraining Setting=Full Image2025.02 | 15 | 27.29 | 0.73 | |
| SRGANTraining Setting=Sub-Image2025.02 | 43 | 23.55 | 0.65 | |
| ViTTraining Setting=Sub-Image2025.02 | 44 | 22.31 | 0.61 | |
| ViTTraining Setting=Full Image2025.02 | 51 | 23.1 | 0.63 | |
| SRGANTraining Setting=Full Image2025.02 | 63 | 21.31 | 0.59 | |
| SIRENTraining Setting=Full Image2025.02 | 95 | 20.06 | 0.56 | |
| SIRENTraining Setting=Sub-Image2025.02 | 120 | 19.18 | 0.51 |