Inverse Problem on InverseBench Navier-Stokes (sigma_noise=1.0) (test)
0.162Relative L2 ErrorBlade (diag)
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Blade (diag)Supervision Type=Unpaired data2025.10 | 0.162 | 0.542 | 0.177 | |
| EnKGSupervision Type=Unpaired data2025.10 | 0.191 | 0.651 | 0.154 | |
| Blade (main)Supervision Type=Unpaired data2025.10 | 0.229 | 0.453 | 0.95 | |
| FKDSupervision Type=Unpaired data2025.10 | 0.368 | 1.416 | 0.05 | |
| DPGSupervision Type=Unpaired data2025.10 | 0.408 | — | — | |
| EKS w/ DPSupervision Type=Unpaired data2025.10 | 0.455 | 1.723 | 0.085 | |
| Localized EKS w/ DPSupervision Type=Unpaired data2025.10 | 0.495 | 1.887 | 0.081 | |
| EKISupervision Type=Unpaired data2025.10 | 0.586 | 2.35 | 0.118 | |
| EKS + DMSupervision Type=Unpaired data2025.10 | 0.606 | 2.088 | 0.218 | |
| U-NetSupervision Type=Paired data2025.10 | 0.702 | — | — | |
| CDM-CatSupervision Type=Paired data2025.10 | 0.873 | 1.805 | 0.979 | |
| SCGSupervision Type=Unpaired data2025.10 | 0.928 | — | — | |
| CDM-CASupervision Type=Paired data2025.10 | 1.409 | 2.872 | 1.059 |