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Papers Benchmarks Datasets Tasks

Classification research benchmarks – Page 158 · SOTA2 Research

Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Unbalanced MNIST (test)

59.2WGA

5

Feb 26, 2026

ImageNet 16-shot

64.85Accuracy

5

Feb 26, 2026

ThoughtViz (test)

77.9Classification Accuracy

5

Feb 26, 2026

Park River South Bound (train)

93.8Accuracy

5

Feb 26, 2026

74.93AGA

5

Feb 26, 2026

Knee Radiographs

0.595AGA

5

Feb 26, 2026

61.7Top-1 Acc

5

Feb 26, 2026

84.1Accuracy

5

Feb 26, 2026

98.2Accuracy

5

Feb 26, 2026

93.63Accuracy (A->D)

5

Feb 26, 2026

99.92F1 Score

5

Feb 26, 2026

1ARI

5

Feb 26, 2026

abalone (UCI) (test)

13.56Accuracy

5

Feb 26, 2026

Titanic (out-of-sample)

0.874Median AUC

5

Feb 26, 2026

A9 (out-of-sample)

71.09Median AUC

5

Feb 26, 2026

A8 (out-of-sample)

0.791Median AUC

5

Feb 26, 2026

A7 (out-of-sample)

81.83Median AUC

5

Feb 26, 2026

A6 (out-of-sample)

0.815Median AUC

5

Feb 26, 2026

A5 (out-of-sample)

0.868Median AUC

5

Feb 26, 2026

A4 (out-of-sample)

0.734Median AUC

5

Feb 26, 2026

A3 (out-of-sample)

0.755Median AUC

5

Feb 26, 2026

A2 (out-of-sample)

82.16Median AUC

5

Feb 26, 2026

A1 (out-of-sample)

0.784Median AUC

5

Feb 26, 2026

LARGESCALETABLES <= 50,000 samples (random splits)

83.1Accuracy

5

Feb 26, 2026

MultiRC Dir alpha=0.1

72.53Generalized Accuracy

5

Feb 26, 2026

Page 158 of 202

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