PDE Forecasting on Shallow-water equations (5-step rollout)
1.56Relative L2 ErrorCViT-L
Evaluation results
| Method | Links | |
|---|---|---|
| CViT-L#Params=92M2025.10 | 1.56 | |
| U-F2Net#Params=344M2025.10 | 1.89 | |
| CViT-B#Params=30M2025.10 | 2.69 | |
| C-CSCNN (Large)#Params=55M2025.10 | 2.94 | |
| C-CSCNN (Small)#Params=10M2025.10 | 3.51 | |
| UNO#Params=440M2025.10 | 3.79 | |
| FNO#Params=268M2025.10 | 3.97 | |
| CViT-S#Params=13M2025.10 | 4.47 | |
| U-Netatt#Params=148M2025.10 | 5.68 | |
| DilResNet#Params=4.2M2025.10 | 13.2 |