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Tabular Classification and Regression research benchmarks · SOTA2 Research

Tabular Classification and Regression

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

2.8Mean Per-Task Rank

34

Jun 30, 2026

88.9Mean Accuracy

28

Jun 30, 2026

Full set of 158 datasets CARTE TabArena-Lite TALENT-Tiny TextTab

2.7Mean Per-Task Rank

26

Jun 30, 2026

88.7Mean Accuracy

19

Jun 30, 2026

78.8Mean Accuracy

19

Jun 30, 2026

Popular datasets

TALENT TabArena CARTE Full Set TextTab

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