Irregular Multivariate Time Series (IMTS) forecasting on LakeBeD-US OOD (GL4) benchmark leaderboard · SOTA2 Research

Irregular Multivariate Time Series (IMTS) forecasting on LakeBeD-US OOD (GL4)

0.76Lake Level MSELakeFM

Evaluation Results

Method	Links
LakeFM2026.06		0.76	0.61	0.63	0.64	0.63	0.55	0.71	0.52	4.74	1.96
LakeFM2026.06		0.76	0.61	0.63	0.64	0.63	0.55	0.71	0.52	4.74	1.96
Chronos22026.06		1.59	0.85	1.77	1.1	2.15	0.97	0.78	0.57	1.59	1.08
LPTM2026.06		1.8	0.91	1.84	1.13	2.32	1.06	0.7	0.54	1.61	1.14
MOMENT2026.06		1.8	0.91	1.81	1.12	2.31	1.06	0.7	0.54	1.61	1.14
MOIRAI2026.06		1.8	0.84	1.41	0.9	2.7	1	0.89	0.59	1.67	1.11
HyperIMTS2026.06		2.08	2.29	2.54	2.16	2.52	2.73	2.73	12.64	40,000	200
ReIMTS2026.06		2.29	22.64	2.56	23.27	2	37.35	15.46	1.24	3,000	47.64
iTransformer2026.06		5.9	1.56	1.68	1.14	16.45	2.88	0.93	0.6	3.7	1.76