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Papers Benchmarks Datasets Tasks

Classification research benchmarks – Page 155 · SOTA2 Research

Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

0.994ROC-AUC

5

Feb 26, 2026

bank_fraud base

0.887ROC-AUC

5

Feb 26, 2026

90.7ROC AUC

5

Feb 26, 2026

Pub-Brain-5 (test)

91.5Stroke Balanced Accuracy

5

Feb 26, 2026

FMOW (Functional Map of the World) (test)

RS-SigLIP2 400M

48.13Top-1 Acc

5

Feb 26, 2026

67.53F1 Score

5

Feb 27, 2026

41.14F1 Score

5

Feb 27, 2026

12.84F1 Score

5

Feb 27, 2026

4.27Binary Error

5

Feb 27, 2026

71.12Code15 Binary Score

5

Feb 27, 2026

75.77PTB-XL Super Acc

5

Feb 27, 2026

Classification Benchmarks (test)

37.86C3

5

Feb 27, 2026

Mushroom 20% MNAR (test)

98.5Test Accuracy

5

Feb 26, 2026

PIMA 20% MNAR (test)

70.42Accuracy

5

Feb 26, 2026

WDBC 20% MNAR (test)

93.12Accuracy

5

Feb 26, 2026

Glass 20% MNAR (test)

52.47Accuracy

5

Feb 26, 2026

Sonar 20% MNAR (test)

76.19Test Accuracy

5

Feb 26, 2026

Adult Real World Incomplete (test)

82.41Accuracy (Test)

5

Feb 26, 2026

Heart Disease Real World Incomplete (test)

91.98Accuracy

5

Feb 26, 2026

Cylinderbands Real World Incomplete (test)

66.37Accuracy

5

Feb 26, 2026

Memmographic Real World Incomplete (test)

81.18Accuracy (Test)

5

Feb 26, 2026

Credit Approval Real World Incomplete (test)

84.55Accuracy

5

Feb 26, 2026

HouseVotes Real World Incomplete (test)

94.07Accuracy (Test)

5

Feb 26, 2026

Hepatitis Real World Incomplete (test)

80.39Accuracy

5

Feb 26, 2026

Mushroom MAR imputed (test)

97.38Test Accuracy

5

Feb 26, 2026

Page 155 of 202

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