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ISP vs Silence decoding on ISP vs Silence (Post-cue window)

90.2Balanced AccuracyResNet-18
60.0467.8775.783.53Jan 22, 2026
Updated 8mo ago

Evaluation results

MethodLinks
ResNet-18Protocol=Subject-Agnostic Pooled (SAP)2026.0190.2
ViT-TinyProtocol=Subject-Agnostic Pooled (SAP)2026.0186.4
RiemannianProtocol=Subject-Agnostic Pooled (SAP)2026.0180.1
Shallow CNNProtocol=Subject-Agnostic Pooled (SAP)2026.0179.7
ResNet-18Protocol=Leave-One-Subject-Out (LOSO)2026.0177
ViT-TinyProtocol=Leave-One-Subject-Out (LOSO)2026.0175.7
EEGNetProtocol=Subject-Agnostic Pooled (SAP)2026.0174.4
RiemannianProtocol=Leave-One-Subject-Out (LOSO)2026.0170.4
Shallow CNNProtocol=Leave-One-Subject-Out (LOSO)2026.0169.6
EEGNetProtocol=Leave-One-Subject-Out (LOSO)2026.0169.2
LDAProtocol=Subject-Agnostic Pooled (SAP)2026.0166.3
LDAProtocol=Leave-One-Subject-Out (LOSO)2026.0161.2