Irregular Multivariate Time Series (IMTS) forecasting on LakeBeD-US OOD (BARC)
0.94Lake MSEiTransformer
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| iTransformer2026.06 | 0.94 | 0.53 | 0.5 | 0.59 | 1.38 | 0.48 | |
| LakeFM2026.06 | 1.05 | 0.65 | 0.5 | 0.56 | 1.61 | 0.74 | |
| LakeFM2026.06 | 1.05 | 0.65 | 0.5 | 0.56 | 1.61 | 0.74 | |
| LPTM2026.06 | 1.38 | 0.56 | 0.58 | 0.59 | 2.18 | 0.53 | |
| MOMENT2026.06 | 1.38 | 0.56 | 0.58 | 0.59 | 2.18 | 0.53 | |
| Chronos22026.06 | 1.38 | 0.56 | 0.59 | 0.6 | 2.17 | 0.52 | |
| MOIRAI2026.06 | 1.41 | 0.56 | 0.6 | 0.6 | 2.2 | 0.52 | |
| HyperIMTS2026.06 | 4.11 | 0.64 | 0.47 | 0.56 | 7.75 | 0.72 | |
| ReIMTS2026.06 | 4.19 | 0.65 | 0.69 | 0.58 | 7.69 | 0.72 |