Irregular Multivariate Time Series (IMTS) forecasting on LakeBeD-US OOD (TOOK)
1.41MSE (Lake)LakeFM
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| LakeFM2026.06 | 1.41 | 0.71 | 1.82 | 1.11 | 1 | 0.3 | |
| LakeFM2026.06 | 1.41 | 0.71 | 1.82 | 1.11 | 1 | 0.3 | |
| iTransformer2026.06 | 1.54 | 0.9 | 1.43 | 1.04 | 1.64 | 0.76 | |
| Chronos22026.06 | 2.06 | 0.98 | 1.89 | 1.13 | 2.23 | 0.82 | |
| MOMENT2026.06 | 2.11 | 0.98 | 1.88 | 1.11 | 2.35 | 0.84 | |
| LPTM2026.06 | 2.12 | 0.98 | 1.88 | 1.11 | 2.36 | 0.84 | |
| MOIRAI2026.06 | 2.23 | 1 | 1.84 | 1.12 | 2.61 | 0.87 | |
| HyperIMTS2026.06 | 3.92 | 0.81 | 1.22 | 0.84 | 6.62 | 0.78 | |
| ReIMTS2026.06 | 8.43 | 0.81 | 1.01 | 0.78 | 15.85 | 0.85 |