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. 2026 Feb 25;43(1):34–44. [Article in Chinese] doi: 10.7507/1001-5515.202504004

表 2. Comparison of experimental results on the DEAP dataset with state-of-the-art models.

DEAP数据集与先进模型对比实验结果

方法 ACC mIoU
效价 唤醒 四分类 四分类
CDCN 92.24% 92.92%
ACRNN 93.72% 93.38%
LGGNet 93.35% 92.68%
GANSER 93.52% 94.21% 89.74%
SLOTS 92.49% 93.42% 90.12% 81.15%
SGMC* 94.16% 93.62% 90.58% 82.31%
GSCL 94.91% 95.29% 92.78% 86.06%