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Papers Benchmarks Datasets Tasks

Multi-step-ahead prediction research benchmarks · SOTA2 Research

Multi-step-ahead prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

MIMIC-III (African)

4.91RMSE

36

May 8, 2026

MIMIC-III Cardiovascular Latino

3.66RMSE (tau=1)

6

May 8, 2026

MIMIC-III Cardiovascular African

4.71RMSE ($ au=1$)

6

May 8, 2026

MIMIC-III Cardiovascular (Asian)

4.15RMSE (tau=1)

6

May 8, 2026

MIMIC-III Latino subgroup OOD infectious and inflammatory diseases

4.88RMSE (τ=1)

6

May 8, 2026

MIMIC-III African subgroup OOD infectious and inflammatory diseases (out of distribution)

4.92RMSE (τ=1)

6

May 8, 2026

MIMIC-III Asian subgroup, OOD infectious and inflammatory diseases (out of distribution)

4.37RMSE (τ=1)

6

May 8, 2026

MIMIC-III Latino

4.7RMSE (tau=1)

6

May 8, 2026

MIMIC-III (Asian)

4.67RMSE (tau=1)

6

May 8, 2026

Popular datasets

MIMIC MIMIC-III

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