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ResearchFormerly WizWand

EEG Classification on TUEV (test)

66.71Balanced AccuracyCBraMod
37.64245.188552.73560.2815Nov 13, 2025Dec 13, 2025Jan 12, 2026Feb 11, 2026Mar 13, 2026Apr 12, 2026May 12, 2026
Updated 5mo ago

Evaluation results

MethodLinks
CBraMod2026.0566.710.677283.42
CodeBrain2026.0564.280.691283.62
LaBraM-BaseModel Size=5.8M2026.0264.090.663783.12
LaBraM#Params=5.8M2025.1164.090.663783.12
LaBraM-Base2026.0564.090.663783.12
TRACE2026.0563.40.635881.13
CBraMod#Params=21.1M/24.1M2025.1160.760.617780.02
STAMP#Params=0.72M/0.72M2025.1156.40.662281.82
BIOTModel Size=3.2M2026.0252.810.527374.92
BIOT2026.0552.810.527374.92
NeuroWeaverModel Size=1.2M2026.0245.730.456272.85
NeuroLM-BModel Size=254M2026.0245.60.428571.53
ContraWRModel Size=1.6M2026.0243.840.391268.93
SPaRCNetModel Size=0.79M2026.0241.610.423370.24
CNN-TransformerModel Size=3.2M2026.0240.870.381568.54
CNN-Transformer2026.0540.870.381568.54
EEG Conformer#Params=0.55M2025.1140.740.396769.83
EEGConformer2026.0540.740.396769.83
ST-TransformerModel Size=3.5M2026.0239.840.376568.23
ST-Transformer#Params=3.5M2025.1139.840.376568.23
ST-Transformer2026.0539.840.376568.23
FFCLModel Size=2.4M2026.0239.790.373267.83
FFCL2026.0539.790.373267.83
EEGNet2026.0538.760.357765.39