State estimation on Avedøre primary benchmark
0.6435RMSECCSS-RS
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| CCSS-RSNumber of seeds (n)=10, Reference type=black-box2026.05 | 0.6435 | 0.3825 | 0.7784 | — | — | |
| CCSS-IX-StaticNumber of seeds (n)=10, Regime expert=Static2026.05 | 0.6459 | 0.383 | 0.7547 | 0.2 | 0.029 | |
| CCSS-IX-AdaptiveNumber of seeds (n)=10, Regime expert=Adaptive context-conditioned, Main model=true2026.05 | 0.6502 | 0.39 | 0.8201 | 0.7 | 0.01 | |
| CCSS-IX-Adaptive+ResNumber of seeds (n)=10, Regime expert=Adaptive+Residual2026.05 | 0.6644 | 0.4215 | 1.2848 | 2.1 | 0.01 | |
| LSTM open-loop (adapted)Number of seeds (n)=4, Parameter budget=1.21 M, Input conditioning=mask-aware Gaussian NLL and log1p(Δt)-conditioned, Sampling protocol=irregular sampling, 43% missingness2026.05 | 1.158 | 0.789 | — | 53.5 | 0.39 |