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Tabular Binary Classification research benchmarks · SOTA2 Research

Tabular Binary Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

BankMarketing 0% missingness (test)

HistGradientBoost

94.82AUC

20

Mar 13, 2026

66.38Accuracy

12

Feb 26, 2026

BankMarketing 75% missingness (test)

79.63AUC

4

Mar 13, 2026

BankMarketing 50% missingness (test)

86.51AUC

4

Mar 13, 2026

Popular datasets

BankMarketing ACS-T

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