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Benchmarks
iEEG Signal Classification on Mayo
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89.69
Mean AUC
MOMENT
44.9284
56.5492
68.17
79.7908
Jun 20, 2026
Mean AUC
Std. Dev. AUC
Updated 1mo ago
Evaluation Results
Method
Method
Links
Mean AUC
Std. Dev. AUC
MOMENT
setting=Full fine-tuning
2026.06
89.69
0.03
SPOTR
setting=Full fine-tuning
2026.06
89.28
1.32
SPOTR
Applicable scope=Physi...
2026.06
88.92
0.06
CBraMod
setting=Full fine-tuning
2026.06
88.17
1.79
CSBrain
setting=Full fine-tuning
2026.06
87.63
1.51
LaBraM
setting=Full fine-tuning
2026.06
86.2
1.23
LaBraM
Applicable scope=EEG/i...
2026.06
63.69
4.6
CSBrain
Applicable scope=EEG/i...
2026.06
59.64
2.67
MOMENT
Applicable scope=Time-...
2026.06
50.46
3.29
CBraMod
Applicable scope=EEG/i...
2026.06
46.65
17.67
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