Inverse Problem on InverseBench Navier-Stokes (sigma_noise=0) (test)
0.08Relative L2 ErrorBlade (diag)
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Blade (diag)Supervision Type=Unpaired data2025.10 | 0.08 | 0.276 | 0.086 | |
| Blade (main)Supervision Type=Unpaired data2025.10 | 0.11 | 0.216 | 0.955 | |
| EnKGSupervision Type=Unpaired data2025.10 | 0.12 | 0.395 | 0.164 | |
| DPGSupervision Type=Unpaired data2025.10 | 0.325 | — | — | |
| EKS w/ DPSupervision Type=Unpaired data2025.10 | 0.336 | 1.28 | 0.061 | |
| FKDSupervision Type=Unpaired data2025.10 | 0.399 | 1.604 | 0.002 | |
| Localized EKS w/ DPSupervision Type=Unpaired data2025.10 | 0.428 | 1.643 | 0.056 | |
| EKS + DMSupervision Type=Unpaired data2025.10 | 0.539 | 1.9 | 0.181 | |
| EKISupervision Type=Unpaired data2025.10 | 0.577 | 2.303 | 0.012 | |
| U-NetSupervision Type=Paired data2025.10 | 0.585 | — | — | |
| CDM-CatSupervision Type=Paired data2025.10 | 0.653 | 1.413 | 0.896 | |
| SCGSupervision Type=Unpaired data2025.10 | 0.961 | — | — | |
| CDM-CASupervision Type=Paired data2025.10 | 1.362 | 2.9 | 0.983 |