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Benchmarks
2-class Motor Imagery Classification on PhysioNet (10-fold cross-validation)
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81
Accuracy
GAT
50.9232
58.7316
66.54
74.3484
May 16, 2025
Accuracy
Training Speed (s/epoch)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
Training Speed (s/epoch)
GAT
2025.05
81
2.2
CDNN
2025.05
80.02
1.1
VNN
2025.05
79.4
0.9
GIN
2025.05
78.9
0.91
EEGNet
2025.05
75.1
4.4
CSP+LDA
2025.05
52.08
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