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. 2026 Apr 25;43(2):311–318. [Article in Chinese] doi: 10.7507/1001-5515.202508024

表 2. Results of the ablation study on the SEED-III and SEED-IV datasets.

在SEED-III和SEED-IV数据集上的消融实验结果

数据集 SSM Conv MBSTP EA 参数量 计算量/(浮点运算次数·s−1) 准确率 精确率 召回率 F1
SEED-III 2.1 × 106 0.84 × 109 84.50% 85.00% 84.70% 84.85%
3.8 × 106 1.52 × 109 86.00% 86.50% 86.10% 86.30%
5.2 × 106 2.18 × 109 87.80% 88.10% 87.90% 88.00%
5.6 × 106 2.35 × 109 88.33% 88.50% 89.00% 88.70%
SEED-IV 2.1 × 106 0.84 × 109 77.00% 77.40% 77.10% 77.25%
3.8 × 106 1.52 × 109 78.60% 79.00% 78.70% 78.85%
5.2 × 106 2.18 × 109 79.90% 80.10% 80.00% 80.05%
5.6 × 106 2.35 × 109 80.56% 80.50% 81.00% 80.75%