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Papers Benchmarks Datasets Tasks

Tabular Classification research benchmarks – Page 10 · SOTA2 Research

Tabular Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

FOREX cadjpy-hour-High HardCOp4DN S2noi

55.8Performance Score

6

May 14, 2026

FOREX audusd-hour-High (HardCOp4DN S2noi)

0.513Performance Score

6

May 14, 2026

FOREX audsgd-hour-High (HardCOp4DN S2noi)

56.1Performance Score

6

May 14, 2026

FOREX audjpy-hour-High (HardCOp4DN S2noi)

60.3Performance Score

6

May 14, 2026

FOREX audcad-hour-High HardCOp4DN S2noi

68.2Performance Score

6

May 14, 2026

BNG (tic-tac-toe) HardCOp4DN S2noi

71Performance Score

6

May 14, 2026

BNG(breast-w) HardCOp4DN S2noi

97.9Performance Score

6

May 14, 2026

INNHotelsGroup HardCOp4DN S2noi

82.8Performance Score

6

May 14, 2026

Amazon employee access HardCOp4DN S2noi

50Performance Score

6

May 14, 2026

Tabular Classification Benchmarks All-shot

84.6Accuracy

6

May 8, 2026

Tabular Classification Benchmarks 256-shot

76.6Average Test Accuracy

6

May 8, 2026

0.488MCE

6

Mar 26, 2026

97.4Macro F1

6

Feb 26, 2026

63.8Macro F1

6

Feb 26, 2026

94.2Macro F1

6

Feb 26, 2026

95.7Macro F1

6

Feb 26, 2026

0.716Macro F1

6

Feb 26, 2026

75.2Macro F1

6

Feb 26, 2026

81.5Macro F1

6

Feb 26, 2026

0.928MLE Score

6

Feb 26, 2026

AB Adult (test)

0.433MLE Loss

6

Feb 26, 2026

AutoML Benchmark (39 datasets) (test)

8Wins

6

Feb 26, 2026

Pima Diabetes (full data)

85.71Accuracy

5

Jun 9, 2026

Lung (LNG) (5x5 CV)

97.44Accuracy

5

Jun 5, 2026

82.1Accuracy

5

May 19, 2026

Page 10 of 15

Popular datasets

Tabular Datasets FOREX Adult Diabetes Glass

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