表 2. Recognition performance comparison between TFRMDANet and existing networks based on BCIIV2a.

基于BCIIV2a数据集TFRMDANet与现有网络识别性能对比

网络	准确率（%）及显著性检验		平均Kappa值
	均值 ± 标准差	P值
注：–表示原文中未给出，或因必要数据不全而无法计算
EEGNet	70.22 ± 10.72	0.003	0.663
DAFS	75.85 ± 10.47	0.101	0.678
DRDA	74.74 ± 12.96	0.048	0.663
GAT	76.58 ± 15.98	0.710	0.688
She Qingshan等	77.60 ± 10.85	0.360	0.695
PCDA	62.42 ± 19.67	0.002	—
BDAN-SPD	77.49 ± 15.22	—	0.700
TFRMDANet	77.82 ± 9.80	—	0.704