Time Series Forecasting on USHCN (test)
0.29MSECRU
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CRU2026.05 | 0.29 | — | |
| CircuITS2026.05 | 0.306 | — | |
| ProFITi2026.05 | 0.308 | — | |
| MargFlow2026.05 | 0.389 | — | |
| GRU-ODE2026.05 | 0.41 | — | |
| MOSES2026.05 | 0.411 | — | |
| NeuralFlows2026.05 | 0.424 | — | |
| t-PGAttention=SGA*2026.07 | 0.495 | 0.305 | |
| GraFITiObservation time ratio=75%, Forecasting horizon ratio=25%2024.05 | 0.499 | — | |
| FLD-SObservation time ratio=75%, Forecasting horizon ratio=25%2024.05 | 0.526 | — | |
| CRUObservation time ratio=75%, Forecasting horizon ratio=25%2024.05 | 0.549 | — | |
| mTANObservation time ratio=75%, Forecasting horizon ratio=25%2024.05 | 0.579 | — | |
| GPR2026.05 | 0.597 | — | |
| FLD-QObservation time ratio=75%, Forecasting horizon ratio=25%2024.05 | 0.601 | — | |
| FLD-LObservation time ratio=75%, Forecasting horizon ratio=25%2024.05 | 0.645 | — | |
| GRU-ODEObservation time ratio=75%, Forecasting horizon ratio=25%2024.05 | 0.914 | — | |
| LinODEnetObservation time ratio=75%, Forecasting horizon ratio=25%2024.05 | 0.923 | — | |
| Neural FlowObservation time ratio=75%, Forecasting horizon ratio=25%2024.05 | 1.019 | — |