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Papers Benchmarks Datasets Tasks

EMG dataset and benchmarks · SOTA2 Research

Research Datasets

EMG

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Knowledge-based reasoning

EMG

73.33Accuracy

19

Time Series OOD Generalization

EMG

73.59Accuracy 1

18

Time-series classification

EMG

98.5Accuracy

9

Change-point detection

EMG

98RI

6

Change-point detection

EMG

97F1 Score

6

Human Activity Recognition

EMG

0.2ECE

5

Electromyography classification

EMG

0.86Energy per Inference (mJ)

5

Silent Speech Recognition

EMG open-vocabulary 2020 (test)

42.2WER

5

Biosignal Inference

EMG

291.3Cycles (M)

1

Popular tasks

Change Point Detection Time-series classification Human Activity Recognition Silent Speech Recognition Electromyography Classification

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