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Irregular Multivariate Time Series (IMTS) forecasting research benchmarks · SOTA2 Research

Irregular Multivariate Time Series (IMTS) forecasting

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

LakeBeD-US OOD (TR)

0.55Lake MSE

9

Jun 11, 2026

LakeBeD-US OOD (TOOK)

1.41MSE (Lake)

9

Jun 11, 2026

LakeBeD-US OOD (SUGG)

0.43Lake MSE

9

Jun 11, 2026

LakeBeD-US OOD (ME)

0.33Lake MSE

9

Jun 11, 2026

LakeBeD-US OOD (GL4)

0.76Lake Level MSE

9

Jun 11, 2026

LakeBeD-US OOD (BARC)

0.94Lake MSE

9

Jun 11, 2026

Popular datasets

LakeBeD-US LakeBeD

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