Super-resolution on E3SM-HR Longwave Heat Flux (test)
9MSE (%)ViSIR
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ViSIRTraining Setting=Full Image2025.02 | 9 | 30.28 | 80 | |
| ViFORTraining Setting=Full Image2025.02 | 10 | 30.96 | 79 | |
| SwinIRTraining Setting=Sub-Image2025.02 | 15 | 28.02 | 74 | |
| ViFORTraining Setting=Sub-Image2025.02 | 15 | 28.18 | 75 | |
| ViSIRTraining Setting=Sub-Image2025.02 | 16 | 27.42 | 72 | |
| SwinIRTraining Setting=Full Image2025.02 | 21 | 26.87 | 71 | |
| SRCNNTraining Setting=Sub-Image2025.02 | 23 | 26.25 | 70 | |
| SRCNNTraining Setting=Full Image2025.02 | 24 | 26.02 | 70 | |
| SRGANTraining Setting=Sub-Image2025.02 | 66 | 21.18 | 59 | |
| SIRENTraining Setting=Full Image2025.02 | 69 | 21.05 | 59 | |
| SIRENTraining Setting=Sub-Image2025.02 | 92 | 20.55 | 58 | |
| ViTTraining Setting=Full Image2025.02 | 93 | 20.4 | 57 | |
| SRGANTraining Setting=Full Image2025.02 | 93 | 20.39 | 57 | |
| ViTTraining Setting=Sub-Image2025.02 | 95 | 20 | 56 |