Inverse Problem on InverseBench Navier-Stokes (sigma_noise=2.0) (test)
0.217Relative L2 ErrorBlade (diag)
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Blade (diag)Supervision Type=Unpaired data2025.10 | 0.217 | 0.758 | 0.129 | |
| EnKGSupervision Type=Unpaired data2025.10 | 0.294 | 1.032 | 0.144 | |
| Blade (main)Supervision Type=Unpaired data2025.10 | 0.306 | 0.608 | 0.949 | |
| FKDSupervision Type=Unpaired data2025.10 | 0.455 | 1.81 | 0.012 | |
| DPGSupervision Type=Unpaired data2025.10 | 0.466 | — | — | |
| Localized EKS w/ DPSupervision Type=Unpaired data2025.10 | 0.542 | 2.057 | 0.089 | |
| EKS w/ DPSupervision Type=Unpaired data2025.10 | 0.547 | 2.094 | 0.08 | |
| EKISupervision Type=Unpaired data2025.10 | 0.673 | 2.7 | 0.011 | |
| EKS + DMSupervision Type=Unpaired data2025.10 | 0.685 | 2.255 | 0.28 | |
| U-NetSupervision Type=Paired data2025.10 | 0.709 | — | — | |
| SCGSupervision Type=Unpaired data2025.10 | 0.966 | — | — | |
| CDM-CatSupervision Type=Paired data2025.10 | 1.043 | 2.211 | 0.974 | |
| CDM-CASupervision Type=Paired data2025.10 | 1.542 | 2.993 | 1.087 |