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

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

0.55Lake MSEMOIRAI

Evaluation Results

Method	Links
MOIRAI2026.06		0.55	0.45	0.3	0.4	0.52	0.49	1.06	0.55
LPTM2026.06		0.6	0.49	0.38	0.43	0.56	0.54	0.87	0.51
MOMENT2026.06		0.6	0.49	0.38	0.43	0.56	0.54	0.87	0.51
Chronos22026.06		0.6	0.48	0.38	0.44	0.55	0.51	0.88	0.5
LakeFM2026.06		0.71	0.66	0.85	0.75	0.45	0.53	0.97	0.72
LakeFM2026.06		0.71	0.66	0.85	0.75	0.45	0.53	0.97	0.72
ReIMTS2026.06		0.78	0.68	0.52	0.44	0.47	0.38	2.47	1
HyperIMTS2026.06		1.13	0.69	0.55	0.61	0.6	0.56	3.4	1.13
iTransformer2026.06		2.74	1.23	2.2	1.02	4.02	1.63	2	0.82