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Papers Benchmarks Datasets Tasks

Irregularly Sampled Time Series Forecasting research benchmarks · SOTA2 Research

Irregularly Sampled Time Series Forecasting

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

0.272MSE

68

May 28, 2026

0.391MSE

34

Mar 16, 2026

Physionet 12 (test)

0.286MSE

28

Feb 26, 2026

MIMIC-IV (test)

0.225MSE

25

Feb 26, 2026

5.03MSE

21

Mar 9, 2026

2.47MSE

21

Mar 9, 2026

4.98MSE

21

Mar 9, 2026

MIMIC-III 75%-3 task (test)

0.396MSE

9

Feb 26, 2026

Physionet 75%-3 task 12 (test)

0.286MSE

9

Feb 26, 2026

USHCN 75%-3 task (test)

0.258MSE

9

Feb 26, 2026

MIMIC-III 50%-50% task (test)

0.394Inference Time (s)

9

Feb 26, 2026

Physionet-12 50%-50% task (test)

0.237Inference Time (s)

9

Feb 26, 2026

USHCN 50%-50% task (test)

0.018Inference Time (s)

9

Feb 26, 2026

MIMIC-IV 50%-50% task (test)

2.141Inference Time (s)

8

Feb 26, 2026

MIMIC-IV 75%-3 task (test)

0.225MSE

7

Feb 26, 2026

Popular datasets

MIMIC Physionet USHCN MIMIC-III Human Activity

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