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Tabular Classification research benchmarks – Page 5 · SOTA2 Research

Tabular Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Hypert OOD (test)

64.3Accuracy

9

May 28, 2026

Tabular Classification Benchmarks 64-shot

72.1Accuracy

9

May 8, 2026

Tabular Datasets All-shot

83.3AP

9

May 8, 2026

Tabular Datasets 512-shot

83.5AP

9

May 8, 2026

Tabular Datasets 256-shot

82.2AP

9

May 8, 2026

Tabular Datasets 128-shot

79.7AP

9

May 8, 2026

Tabular Datasets 64-shot

77AP

9

May 8, 2026

Tabular Datasets 32-shot

72.8AP

9

May 8, 2026

Tabular Datasets 16-shot

68.5AP

9

May 8, 2026

Tabular Datasets 8-shot

0.641AP

9

May 8, 2026

Tabular Datasets 4-shot

62.4AP

9

May 8, 2026

98.4Clean Accuracy

9

Apr 10, 2026

74.5Clean Accuracy

9

Apr 10, 2026

61.2Macro F1

9

Feb 26, 2026

85.3Macro F1

9

Feb 26, 2026

0.819Macro F1-score

9

Feb 26, 2026

65.7Macro F1 (%)

9

Feb 26, 2026

92.7Macro F1

9

Feb 26, 2026

85.4Macro F1 Score

9

Feb 26, 2026

73.5Macro F1

9

Feb 26, 2026

80.1Macro F1

9

Feb 26, 2026

93Macro F1

9

Feb 26, 2026

87.6Macro F1

9

Feb 26, 2026

72.5Macro F1

9

Feb 26, 2026

96.9Macro F1

9

Feb 26, 2026

Page 5 of 15

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