Binary classification on CHB_MIT 2-Class (test) benchmark leaderboard · SOTA2 Research

Binary classification on CHB_MIT 2-Class (test)

0.922AUROCTRACE

Evaluation Results

Method	Links
TRACE2026.05		0.922	0.5921	74.53
CodeBrain2025.06		0.8961	0.4377	72.73
CodeBrain2026.05		0.8961	0.4377	72.73
EEGPT2025.06		0.8892	0.3073	54.81
CBraMod2025.06		0.8892	0.3689	73.98
CBraMod2026.05		0.8892	0.3689	73.98
BIOT2025.06		0.8761	0.3277	70.68
BIOT2026.05		0.8761	0.3277	70.68
LaBraM2025.06		0.8679	0.3287	70.75
LaBraM2026.05		0.8679	0.3287	70.75
CNN-Transformer2026.05		0.8662	0.2479	63.89
BENDR2025.06		0.8632	0.3071	56.09
FFCL2026.05		0.8271	0.2049	62.62
ST-Transformer2025.06		0.8237	0.1422	59.15
ST-Transformer2026.05		0.8237	0.1422	59.15
EEGConformer2025.06		0.8226	0.2209	59.76
EEGConformer2026.05		0.8226	0.2209	59.76
ContraWR2025.06		0.8103	0.2279	63.51
EEGNet2025.06		0.8048	0.1914	56.58
EEGNet2026.05		0.8048	0.1914	56.58