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Papers Benchmarks Datasets Tasks

EMG-to-text retrieval research benchmarks · SOTA2 Research

EMG-to-text retrieval

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

NinaPro-DB2 to NinaPro-DB3 cross-dataset

48.26Recall

9

Jun 2, 2026

EMG2Pose E2P-class

77.39Recall

9

Jun 2, 2026

EMG2Pose E2P-user

91.76Recall

9

Jun 2, 2026

EMG2Pose (E2P-rand)

90.88Recall

9

Jun 2, 2026

NinaPro DB2 (NP-class split)

68.04Recall

9

Jun 2, 2026

NinaPro DB2 (NP-user split)

67.08Recall

9

Jun 2, 2026

NinaPro-DB2 NP-rand

92.99Recall

9

Jun 2, 2026

Popular datasets

NinaPro emg2pose NinaPro DB2

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