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Classification research benchmarks – Page 110 · SOTA2 Research

Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

97.98Accuracy

7

Jun 12, 2026

95.8Accuracy

7

Jun 12, 2026

74.46Accuracy

7

Jun 12, 2026

Corals (10 pre-defined splits)

70.8Accuracy

7

Jun 11, 2026

Beijing Air Quality

11.8Misclassification Error Rate

7

Jun 11, 2026

100F1-score

7

Jun 8, 2026

99F1-score

7

Jun 8, 2026

93F1 Score

7

Jun 8, 2026

96F1 Score

7

Jun 8, 2026

8 multi-table datasets aggregated (test)

9.66Fitting Time (s)

7

Jun 8, 2026

100F1-score

7

Jun 5, 2026

0.952F1-score

7

Jun 5, 2026

100F1-score

7

Jun 5, 2026

94.83F1-score

7

Jun 5, 2026

87.6F1-score

7

Jun 5, 2026

85.07F1-score

7

Jun 5, 2026

83.42F1-score

7

Jun 5, 2026

70.23F1-score

7

Jun 5, 2026

100F1-score

7

Jun 5, 2026

96.5F1-score

7

Jun 5, 2026

Cell Cycle (5 x 5 CV)

79.94Accuracy

7

Jun 5, 2026

85.4Base Accuracy

7

Jun 4, 2026

45.56Base Score

7

Jun 4, 2026

75.57Base Score

7

Jun 4, 2026

94.34Base Accuracy (LC25000)

7

Jun 4, 2026

Page 110 of 202

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