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Benchmarks
Cross-modal knowledge transfer on FOG EMG (Old) → EEG (New) (test)
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87.55
BAcc
Oracle (Supervised)
48.498
58.6365
68.775
78.9135
Oct 2, 2025
BAcc
F1 Score (Macro)
F1 Score (Weighted)
Updated 4d ago
Evaluation Results
Method
Method
Links
BAcc
F1 Score (Macro)
F1 Score (Weighted)
Oracle (Supervised)
Input=EMG
2025.10
87.55
87.58
87.6
KD-Contrast
Input=EEG, Params=5.8M
2025.10
68.51
67.95
67.9
BioX-Bridge
Input=EEG, Params=0.7M
2025.10
68.04
68.22
68.24
KD
Input=EEG, Params=5.8M
2025.10
68.03
67.73
67.75
Random
2025.10
50
49.99
50.01
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