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Papers Benchmarks Datasets Tasks

Classification research benchmarks – Page 71 · SOTA2 Research

Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

7 classification datasets (Iris, Wine, Breast Cancer, Digits, etc.) (cross-validation)

Tsallis (α = 0.5)

91.17Accuracy

10

Mar 17, 2026

Multiple Datasets Aggregate

91.17Accuracy

10

Mar 17, 2026

N24 News (test)

98.5Accuracy

10

Mar 16, 2026

Widar Room 3 target (test)

93.84Accuracy

10

Mar 16, 2026

Widar Room 1 target (test)

93.13Accuracy

10

Mar 16, 2026

79.1Accuracy

10

Mar 13, 2026

65.7Accuracy

10

Mar 13, 2026

100Accuracy

10

Mar 13, 2026

99.6Average Accuracy

10

Mar 11, 2026

67.7Average Accuracy

10

Mar 11, 2026

99.8Average Accuracy

10

Mar 11, 2026

75.6Average Accuracy

10

Mar 11, 2026

80.2Average Accuracy

10

Mar 11, 2026

73.1Average Accuracy

10

Mar 11, 2026

97.2Average Accuracy

10

Mar 11, 2026

99.4Average Accuracy

10

Mar 11, 2026

85.2Average Accuracy

10

Mar 11, 2026

79.4Average Accuracy

10

Mar 11, 2026

68.5Average Accuracy

10

Mar 11, 2026

0.942Avg. Accuracy

10

Mar 11, 2026

96.2Average Accuracy

10

Mar 11, 2026

100Average Accuracy

10

Mar 11, 2026

99.3Accuracy

10

Mar 11, 2026

LMUNIT LLaMA3.1-8B

94.14Binary Accuracy

10

Mar 5, 2026

99.8Accuracy

10

May 14, 2026

Page 71 of 202

Popular datasets

CIFAR MNIST Adult ImageNet Wine

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