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Predictive Modeling research benchmarks · SOTA2 Research

Predictive Modeling

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Credit card Protected attribute: Sex (test)

82.36Accuracy

20

Mar 6, 2026

81.25Accuracy (Acc)

20

Mar 6, 2026

MIMIC-IV (train)

4.306Mean Negative Log-Likelihood (NLL)

14

May 25, 2026

CPI OECD World Bank (remaining 5%)

0.059Training Time (s)

14

Feb 26, 2026

94.6Accuracy

12

Feb 26, 2026

89.7Accuracy

12

Feb 26, 2026

41Rank-1 Count

9

Jun 16, 2026

MIMIC-IV (test)

84,366.4Negative Log-Likelihood

3

May 25, 2026

0.063Loss

3

Feb 26, 2026

Popular datasets

MIMIC NHANES UKB German Credit CPI

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