Irregular Multivariate Time Series Forecasting

Benchmarks

Dataset Name	SOTA Method	Metric
Human Activity (test)	GraFITi	MSE0.079	42	6d ago
PhysioNet (test)	HyperIMTS	MSE0.298	42	6d ago
MIMIC (test)	GraFITi	Mean Squared Error (MSE)0.4482	42	6d ago
MIMIC-III	MargFlow	mNLL-0.158	17	9d ago
USHCN	MargFlow	mNLL-3.948	17	9d ago
PhysioNet 12		NJNLL-0.768	12	1mo ago
MIMIC-III 36-3* (test)	CircuITS	MSE0.475	8	1mo ago
PhysioNet 36-3* task 12 (test)	CircuITS	MSE0.292	8	1mo ago
USHCN 36-3* (test)	CRU	MSE0.29	8	1mo ago
MIMIC-III 36-12 horizon	CircuITS	njNLL-0.462	8	1mo ago
PhysioNet 36-3* horizon 12		njNLL-0.647	8	1mo ago
MIMIC-IV 36-3* task (test)	CircuITS	MSE0.285	7	1mo ago
MIMIC-IV	CircuITS	njNLL-2.113	7	1mo ago
MIMIC-IV 12-36	CircuITS	Energy Score5.851	4	1mo ago
MIMIC-III 12-36	CircuITS	Energy5.73	4	1mo ago
PhysioNet 12-36 12	CircuITS	Energy7.241	4	1mo ago
USHCN 12-36	NeuralFlows	Energy10.79	4	1mo ago
MIMIC-IV 24-24		Energy4.268	4	1mo ago
MIMIC-III 24-24	CircuITS	Energy3.543	4	1mo ago
PhysioNet 24-24 12	CircuITS	Energy5.267	4	1mo ago
USHCN 24-24		Energy5.33	4	1mo ago
MIMIC-IV 36-12	CircuITS	Energy2.835	4	1mo ago
MIMIC-III 36-12	CircuITS	Energy2.279	4	1mo ago
PhysioNet 36-12 2012		Energy3.195	4	1mo ago
USHCN 36-12		Energy3.252	4	1mo ago

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