EEG Classification on BCIC 2B IV benchmark leaderboard · SOTA2 Research

EEG Classification on BCIC 2B IV

83.13B1 ScoreEEG-CSANet

Evaluation Results

Method	Links
EEG-CSANet2025.12		83.13	73.57	88.13	99.38	99.69	91.25	95.31	96.88	92.5	91.09	8.48	0.8218
TMSA-Net2025.12		82.81	71.07	87.81	98.13	98.44	91.56	94.38	95.63	87.5	89.7	8.74	0.794
MSTFNet2025.12		82.72	73.26	82.34	98.75	97.44	90.86	92.51	94.52	90.99	89.27	8.27	0.78
EEG-Conformer2025.12		82.5	65.71	63.75	98.44	86.56	90.31	87.81	94.38	92.19	84.63	12.18	0.6926
ATCNet2025.12		79.38	75	88.75	98.13	96.56	88.13	94.38	94.69	85.31	88.93	7.94	0.7785
EEG-TransNet2025.12		79.06	70.71	87.81	98.44	96.88	91.56	91.88	95.63	90	89.11	8.98	0.7822
ADFCNN2025.12		78.13	72.14	87.5	98.44	97.81	90	92.81	92.81	90.63	88.92	8.69	0.7749
EEGNet2025.12		75.94	57.64	58.43	98.13	81.25	88.75	84.06	93.44	89.69	80.81	14.46	0.6096
EISATC-Fusion2025.12		75	72.86	86.56	96.88	97.81	84.38	94.06	93.75	86.88	87.58	9.07	0.7515