Bayesian Recursive Parameter Calibration on Synthetic Drifting scenario v1 (test)
0.014RMSE ($ heta$)B-BRPC-E
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| B-BRPC-ERestart Strategy=B, Support=expanding2026.05 | 0.014 | 0.025 | 0.484 | 0.302 | 11.774 | 39.402 | |
| C-BRPC-FRestart Strategy=C, Support=fixed2026.05 | 0.014 | 0.024 | 0.581 | 0.376 | 4.774 | 16.785 | |
| B-BRPC-PRestart Strategy=B, Support=proxy-observation2026.05 | 0.014 | 0.032 | 0.408 | 0.247 | 4.44 | 88.171 | |
| C-BRPC-ERestart Strategy=C, Support=expanding2026.05 | 0.015 | 0.024 | 0.58 | 0.375 | 4.774 | 19.238 | |
| BRPC-FRestart Strategy=None, Support=fixed2026.05 | 0.015 | 0.024 | 1.16 | 0.764 | — | 15.662 | |
| B-BRPC-FRestart Strategy=B, Support=fixed2026.05 | 0.015 | 0.025 | 0.484 | 0.302 | 11.758 | 37.49 | |
| BRPC-PRestart Strategy=None, Support=proxy-observation2026.05 | 0.015 | 0.024 | 0.728 | 0.418 | — | 75.991 | |
| C-BRPC-PRestart Strategy=C, Support=proxy-observation2026.05 | 0.015 | 0.024 | 0.558 | 0.334 | 1.782 | 40.775 | |
| B-BRPC-RRARestart Strategy=B, Type=Refitting Residual Representation2026.05 | 0.015 | 0.039 | 0.437 | 0.24 | 8.128 | 70.667 | |
| DA(WaldPF)Assimilator=WaldPF2026.05 | 0.09 | 0.064 | 1.909 | 1.09 | — | 1.279 | |
| DA(EnKF)Assimilator=EnKF2026.05 | 0.109 | 0.066 | 0.548 | 0.295 | — | 0.236 |