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Papers Benchmarks Datasets Tasks

Sex Classification research benchmarks · SOTA2 Research

Sex Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

96.28Accuracy

59

May 29, 2026

97.77Balanced Accuracy

26

Apr 7, 2026

Brain-Semantoks

0.695Balanced Accuracy

22

Feb 26, 2026

0.69F1 Score

12

Mar 6, 2026

HCP-A and HCP-D

76Accuracy

9

Mar 30, 2026

UKB held-out (test)

89.3F1 Score

7

Jul 2, 2026

UK Biobank Representative sets N=2000 (test)

98.16Accuracy

6

May 11, 2026

80.1Accuracy

6

Feb 26, 2026

79.5Accuracy

5

May 13, 2026

35,309-volume corpus

96.7AUC

4

Jun 19, 2026

HCP motor-task fMRI (trained on resting-state) (test)

63.2Accuracy

4

May 19, 2026

NeuralBench x brain.space leaderboard (test)

91.1Balanced Accuracy

2

Jul 9, 2026

Perceptual study skull dataset N=11 raters (test)

81Accuracy

2

Mar 4, 2026

Crickets four real-time sorting experiments

36Pred. Male Count

2

Feb 26, 2026

Red Deer Camera Trap Dataset

Sex Classifier (Lightweight experimentation pipeline)

0.925Accuracy

1

Feb 26, 2026

Popular datasets

HCP UK Biobank UKBioBank IXI ECG

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