Data Assimilation on Kolmogorov flow short horizon 60 steps
0.016RMSECADA
Evaluation Results
| Method | Links | |
|---|---|---|
| CADAObservation Regime=DS-22025.10 | 0.016 | |
| CADAObservation Regime=MS-22025.10 | 0.017 | |
| CADAObservation Regime=DS-42025.10 | 0.02 | |
| CADAObservation Regime=MS-42025.10 | 0.024 | |
| TTO-DAObservation Regime=DS-42025.10 | 0.027 | |
| Joint ARObservation Regime=DS-22025.10 | 0.038 | |
| TTO-DAObservation Regime=DS-22025.10 | 0.04 | |
| Joint AAOObservation Regime=DS-22025.10 | 0.041 | |
| Joint ARObservation Regime=MS-22025.10 | 0.046 | |
| CADAObservation Regime=MS-82025.10 | 0.06 | |
| 4D-VarRegime=DS-22025.10 | 0.06 | |
| TTO-DAObservation Regime=MS-22025.10 | 0.078 | |
| EnKFRegime=DS-22025.10 | 0.08 | |
| 3D-VarRegime=DS-22025.10 | 0.08 | |
| EnKFRegime=DS-42025.10 | 0.09 | |
| 3D-VarRegime=DS-82025.10 | 0.09 | |
| Plain AmortizedObservation Regime=DS-22025.10 | 0.109 | |
| 3D-VarRegime=DS-42025.10 | 0.11 | |
| TTO-DAObservation Regime=MS-42025.10 | 0.113 | |
| CADAObservation Regime=DS-82025.10 | 0.138 | |
| Joint AAOObservation Regime=MS-22025.10 | 0.141 | |
| Joint ARObservation Regime=MS-42025.10 | 0.152 | |
| TTO-DAObservation Regime=DS-82025.10 | 0.156 | |
| 4D-VarRegime=DS-42025.10 | 0.18 | |
| Joint ARObservation Regime=DS-42025.10 | 0.185 | |
| Universal AmortizedObservation Regime=MS-22025.10 | 0.186 | |
| 4D-VarRegime=DS-82025.10 | 0.19 | |
| Joint AAOObservation Regime=DS-42025.10 | 0.21 | |
| TTO-DAObservation Regime=MS-82025.10 | 0.215 | |
| Plain AmortizedObservation Regime=DS-42025.10 | 0.229 | |
| DiffDAObservation Regime=MS-22025.10 | 0.23 | |
| DiffDAObservation Regime=MS-42025.10 | 0.241 | |
| Plain AmortizedObservation Regime=MS-22025.10 | 0.245 | |
| BoNObservation Regime=DS-22025.10 | 0.258 | |
| 4D-VarRegime=MS-22025.10 | 0.26 | |
| BoNObservation Regime=DS-42025.10 | 0.264 | |
| BoNObservation Regime=MS-22025.10 | 0.265 | |
| BoNObservation Regime=MS-42025.10 | 0.266 | |
| 4D-VarRegime=MS-42025.10 | 0.28 | |
| Universal AmortizedObservation Regime=DS-22025.10 | 0.295 | |
| BoNObservation Regime=DS-82025.10 | 0.299 | |
| Plain AmortizedObservation Regime=MS-42025.10 | 0.302 | |
| BoNObservation Regime=MS-82025.10 | 0.306 | |
| EnKFRegime=MS-22025.10 | 0.31 | |
| Plain AmortizedObservation Regime=MS-82025.10 | 0.316 | |
| EnKFRegime=MS-42025.10 | 0.32 | |
| Universal AmortizedObservation Regime=MS-42025.10 | 0.323 | |
| 4D-VarRegime=MS-82025.10 | 0.33 | |
| EnKFRegime=MS-82025.10 | 0.35 | |
| Universal AmortizedObservation Regime=MS-82025.10 | 0.351 | |
| Joint AAOObservation Regime=MS-42025.10 | 0.358 | |
| DiffDAObservation Regime=MS-82025.10 | 0.358 | |
| Joint ARObservation Regime=DS-82025.10 | 0.366 | |
| EnKFRegime=DS-82025.10 | 0.37 | |
| Joint AAOObservation Regime=DS-82025.10 | 0.38 | |
| 3D-VarRegime=MS-22025.10 | 0.38 | |
| Joint ARObservation Regime=MS-82025.10 | 0.404 | |
| 3D-VarRegime=MS-42025.10 | 0.41 | |
| 3D-VarRegime=MS-82025.10 | 0.42 | |
| Joint AAOObservation Regime=MS-82025.10 | 0.465 | |
| Plain AmortizedObservation Regime=DS-82025.10 | 0.712 | |
| Universal AmortizedObservation Regime=DS-42025.10 | 1.061 | |
| Universal AmortizedObservation Regime=DS-82025.10 | 1.612 |