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EMG Classification research benchmarks · SOTA2 Research

EMG Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

0.01Latency (ms)

12

May 1, 2026

UCI-EMG (subject-independent)

89.43Accuracy

3

May 19, 2026

NinaPro DB5 (subject-independent)

41.36Accuracy

3

May 19, 2026

EPN-612 (subject-independent)

94.65Accuracy

3

May 19, 2026

Discrete Gestures (subject-independent)

70.8Balanced Accuracy (BAcc)

3

May 19, 2026

Popular datasets

NinaPro EMG dataset UCI-EMG Discrete Gestures EPN-612

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