Data Assimilation on Kuramoto–Sivashinsky long horizon 640 steps
0.006RMSECADA
Evaluation Results
| Method | Links | |
|---|---|---|
| CADAObservation Regime=DS-22025.10 | 0.006 | |
| CADAObservation Regime=DS-42025.10 | 0.006 | |
| CADAObservation Regime=MS-22025.10 | 0.006 | |
| CADAObservation Regime=DS-82025.10 | 0.009 | |
| Joint ARObservation Regime=MS-22025.10 | 0.009 | |
| CADAObservation Regime=MS-42025.10 | 0.011 | |
| Joint AAOObservation Regime=DS-22025.10 | 0.017 | |
| Joint ARObservation Regime=DS-22025.10 | 0.018 | |
| Joint ARObservation Regime=MS-42025.10 | 0.032 | |
| Joint AAOObservation Regime=MS-22025.10 | 0.038 | |
| TTO-DAObservation Regime=DS-42025.10 | 0.053 | |
| Joint AAOObservation Regime=DS-42025.10 | 0.092 | |
| Joint ARObservation Regime=DS-42025.10 | 0.093 | |
| CADAObservation Regime=MS-82025.10 | 0.096 | |
| DiffDAObservation Regime=MS-22025.10 | 0.099 | |
| DiffDAObservation Regime=MS-42025.10 | 0.133 | |
| Joint ARObservation Regime=MS-82025.10 | 0.136 | |
| Joint AAOObservation Regime=MS-42025.10 | 0.195 | |
| TTO-DAObservation Regime=MS-22025.10 | 0.298 | |
| DiffDAObservation Regime=MS-82025.10 | 0.324 | |
| TTO-DAObservation Regime=MS-42025.10 | 0.363 | |
| Joint AAOObservation Regime=DS-82025.10 | 0.424 | |
| Joint ARObservation Regime=DS-82025.10 | 0.428 | |
| TTO-DAObservation Regime=MS-82025.10 | 0.58 | |
| Joint AAOObservation Regime=MS-82025.10 | 0.599 | |
| TTO-DAObservation Regime=DS-82025.10 | 0.634 | |
| Universal AmortizedObservation Regime=MS-22025.10 | 1.098 | |
| Plain AmortizedObservation Regime=MS-22025.10 | 1.163 | |
| Plain AmortizedObservation Regime=MS-42025.10 | 1.165 | |
| Universal AmortizedObservation Regime=MS-42025.10 | 1.197 | |
| Plain AmortizedObservation Regime=MS-82025.10 | 1.211 | |
| Universal AmortizedObservation Regime=MS-82025.10 | 1.239 | |
| BoNObservation Regime=DS-22025.10 | 1.257 | |
| BoNObservation Regime=DS-42025.10 | 1.498 | |
| BoNObservation Regime=MS-42025.10 | 1.644 | |
| BoNObservation Regime=MS-22025.10 | 1.987 | |
| BoNObservation Regime=MS-82025.10 | 2.128 | |
| BoNObservation Regime=DS-82025.10 | 3.122 | |
| Universal AmortizedObservation Regime=DS-22025.10 | 5.574 | |
| Universal AmortizedObservation Regime=DS-42025.10 | 6.21 | |
| Universal AmortizedObservation Regime=DS-82025.10 | 6.947 | |
| TTO-DAObservation Regime=DS-22025.10 | 8.288 | |
| Plain AmortizedObservation Regime=DS-22025.10 | 9.787 | |
| Plain AmortizedObservation Regime=DS-42025.10 | 10.73 | |
| Plain AmortizedObservation Regime=DS-82025.10 | 11.81 |