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Motor Imagery EEG Signal Classification on PhysioNet EEG dataset

98.63Accuracy

MiniRocket

Updated 1mo ago

Evaluation Results

Method	Links
MiniRocket 2025.08		98.63
CNN-LSTM 2025.08		98.06
Li et al. [92] (DSCNN+ELM) 2025.08		97.71
Li et al. [91] (CNN+GRU) 2025.08		97.36
Li et al. [90] (DSCNN+GRU) 2025.08		96.41
Lun et al. (CNN) 2025.08		95.76
Zhang et al. (LSTM) 2025.08		95.53
Hou et al. [87] (Bi-LSTM) 2025.08		94.64
Hou et al. [86] (CNN) 2025.08		94.5
Hou et al. [85] (GCNs-net) 2025.08		88.57
Sita et al. (LDA+RDA) 2025.08		87.24
Dose et al. (CNN) 2025.08		80.38
Karácsony et al. (CNN) 2025.08		76.37
Alomari et al. (SVM) 2025.08		74.9