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Benchmarks
iEEG Signal Classification on FNUSA
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91.21
Mean AUC
SPOTR
48.3724
59.4937
70.615
81.7363
Jun 20, 2026
Mean AUC
Std. AUC
Updated 1mo ago
Evaluation Results
Method
Method
Links
Mean AUC
Std. AUC
SPOTR
setting=Full fine-tuning
2026.06
91.21
0.81
MOMENT
setting=Full fine-tuning
2026.06
89.11
0.01
LaBraM
setting=Full fine-tuning
2026.06
87.71
1.58
SPOTR
Applicable scope=Physi...
2026.06
87.52
0.16
CSBrain
setting=Full fine-tuning
2026.06
87.22
9.56
CBraMod
setting=Full fine-tuning
2026.06
87.08
2.23
LaBraM
Applicable scope=EEG/i...
2026.06
69.32
5.78
CBraMod
Applicable scope=EEG/i...
2026.06
62.83
4.16
CSBrain
Applicable scope=EEG/i...
2026.06
55.91
0.64
MOMENT
Applicable scope=Time-...
2026.06
50.02
2.83
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