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Papers Benchmarks Datasets Tasks

Classification research benchmarks – Page 131 · SOTA2 Research

Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

B11 mixed features (test)

84.4Accuracy

6

May 20, 2026

B10 overlap 8class (test)

100Accuracy

6

May 20, 2026

xor_manifold B09 (test)

81.5Accuracy

6

May 20, 2026

B08_hastie (test)

97.8Accuracy

6

May 20, 2026

B07_circles (test)

97.5Accuracy

6

May 20, 2026

B06_noisy_moons (test)

93.3Accuracy

6

May 20, 2026

B05_genomic (test)

71.2Accuracy

6

May 20, 2026

B04_satellite (test)

62.6Accuracy

6

May 20, 2026

B03 manufacturing (test)

79.5Accuracy

6

May 20, 2026

B02_fraud (test)

97.5Accuracy

6

May 20, 2026

B01 clinical (test)

91.3Accuracy

6

May 20, 2026

100Accuracy

6

May 20, 2026

A08_text 4class (test)

100Accuracy

6

May 20, 2026

covtype A07 (test)

92.9Accuracy

6

May 20, 2026

A04_digits (test)

98.6Accuracy

6

May 20, 2026

40.9False Negative Rate

6

May 20, 2026

UCI Heart Disease

20.8FN Rate

6

May 20, 2026

PokerRules standard (test)

99.93Task Accuracy

6

May 18, 2026

0.909Accuracy

6

May 15, 2026

67.62Robot Performance Score

6

May 14, 2026

HardCOp [HD] PCMAC_1 original (test)

86.5Balanced Accuracy

6

May 14, 2026

HardCOp internet_firewall original (test)

49.8Balanced Accuracy

6

May 14, 2026

95Balanced Accuracy

6

May 14, 2026

93.5Balanced Accuracy

6

May 14, 2026

79.7Balanced Accuracy

6

May 14, 2026

Page 131 of 202

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