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Motor Imagery research benchmarks · SOTA2 Research

Motor Imagery

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

63.9Accuracy

20

Apr 21, 2026

82.89Accuracy

12

Apr 21, 2026

78.21Accuracy

12

Apr 21, 2026

76.41Accuracy

12

Apr 21, 2026

61.79Accuracy

12

Apr 21, 2026

54.83Balanced Accuracy

9

Mar 24, 2026

82.74B.Acc

9

Mar 24, 2026

63.81Balanced Accuracy

9

Mar 24, 2026

72.56Balanced Accuracy

9

Mar 24, 2026

79.08Balanced Accuracy

9

Mar 24, 2026

79.82Balanced Accuracy

9

Mar 24, 2026

dry-electrode MI-EEG 1.0 (Cross-Subject + Single-Session Fine-tuning)

—

—Primary metric

0

Feb 26, 2026

dry-electrode MI-EEG 1.0 (Cross-Subject)

—

—Primary metric

0

Feb 26, 2026

dry-electrode MI-EEG 1.0 (Cross-Session)

—

—Primary metric

0

Feb 26, 2026

Popular datasets

BCIC dry-electrode MI-EEG OpenBMI CHO ZHOU

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