Multi-Output Gaussian Process Regression on ERA5 block-wise splitting (test)
0.003MSET-LVMOGP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| T-LVMOGPTraining Time (s/epoch)=0.703 ± 0.0142026.05 | 0.003 | 1.503 | |
| GS-LVMOGPTraining Time (s/epoch)=1.346 ± 0.0202026.05 | 0.019 | 0.55 | |
| OILMMTraining Time (s/epoch)=0.267 ± 0.0012026.05 | 0.142 | 0.599 | |
| SV-LMCTraining Time (s/epoch)=0.552 ± 0.0092026.05 | 0.162 | 1.669 | |
| G-MOGPTraining Time (s/epoch)=0.684 ± 0.0122026.05 | 0.907 | 1.353 | |
| SGPRNTraining Time (s/epoch)=0.780 ± 0.0012026.05 | 1.039 | 59.928 | |
| Ind-GPTraining Time (s/epoch)=31.401 ± 0.7922026.05 | 1.065 | 1.459 |