Global Ocean Simulation on GLORYS12 & ERA5 1.5° spatial resolution 2020 (test)
0.919RMSENeuralOGCM
Evaluation results
| Method | Links | |
|---|---|---|
| NeuralOGCMLead Time (days)=102025.12 | 0.919 | |
| U-NetLead Time (days)=102025.12 | 0.923 | |
| SimVPLead Time (days)=102025.12 | 0.951 | |
| FourCastNetLead Time (days)=102025.12 | 0.959 | |
| ConvLSTMLead Time (days)=102025.12 | 0.979 | |
| NeuralOGCMLead Time (days)=302025.12 | 1.28 | |
| SimVPLead Time (days)=302025.12 | 1.414 | |
| FourCastNetLead Time (days)=302025.12 | 1.424 | |
| U-NetLead Time (days)=302025.12 | 1.436 | |
| NeuralOGCMLead Time (days)=602025.12 | 1.439 | |
| ConvLSTMLead Time (days)=302025.12 | 1.565 | |
| NeuralOGCMLead Time (days)=1202025.12 | 1.574 | |
| SimVPLead Time (days)=602025.12 | 1.705 | |
| U-NetLead Time (days)=602025.12 | 1.719 | |
| U-NetLead Time (days)=1202025.12 | 1.886 | |
| SimVPLead Time (days)=1202025.12 | 1.946 | |
| ConvLSTMLead Time (days)=602025.12 | 2.053 | |
| FourCastNetLead Time (days)=602025.12 | 2.433 | |
| ConvLSTMLead Time (days)=1202025.12 | 2.84 | |
| FourCastNetLead Time (days)=1202025.12 | 3.332 |