Irregular Multivariate Time Series (IMTS) forecasting on LakeBeD-US OOD (SUGG) benchmark leaderboard · SOTA2 Research

Irregular Multivariate Time Series (IMTS) forecasting on LakeBeD-US OOD (SUGG)

0.43Lake MSEiTransformer

Evaluation Results

Method	Links
iTransformer2026.06		0.43	0.54	0.77	0.7	0.43	0.38
LakeFM2026.06		0.45	0.48	0.57	0.6	0.34	0.36
LakeFM2026.06		0.45	0.48	0.57	0.6	0.34	0.36
LPTM2026.06		0.87	0.55	1.34	0.76	0.41	0.34
MOMENT2026.06		0.87	0.55	1.34	0.76	0.41	0.34
MOIRAI2026.06		0.87	0.54	1.3	0.54	0.4	0.36
Chronos22026.06		0.88	0.55	1.35	0.76	0.41	0.34
HyperIMTS2026.06		2.78	0.62	5.04	0.93	0.52	0.31
ReIMTS2026.06		3.47	0.78	3.61	0.84	3.34	0.72