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Benchmarks
Error-Related Negativity (ERN) EEG Classification on BCI-ERN 10-fold (test)
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80.9
Average Performance
GBWAtt
59.6528
65.1689
70.685
76.2011
Jun 24, 2026
Average Performance
Updated 1mo ago
Evaluation Results
Method
Method
Links
Average Performance
GBWAtt
theta=1.5
2026.06
80.9
GBWAtt
theta=1
2026.06
80.42
GDLNet
2026.06
78.23
MAtt
2026.06
75.68
MBEEGSE
2026.06
75.46
EEGNet
2026.06
74.28
SPDNetBN
2026.06
72.34
SPDNet
2026.06
72.05
ShallowCNet
2026.06
71.86
SCCNet
2026.06
70.93
TCNet-Fusion
2026.06
70.46
FBCNet
2026.06
60.47
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