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

表 1. ACC results under limited labeled samples.

有限标注样本下的ACC结果

标注比例 DEAP-效价 DEAP-唤醒 DEAP-四分类 SEED-三分类
基线模型 GSCL 基线模型 GSCL 基线模型 GSCL 基线模型 GSCL
1% 57.88% 69.86% 60.11% 67.16% 35.61% 48.46% 43.66% 92.77%
10% 74.72% 85.28% 77.21% 84.82% 61.48% 73.55% 57.98% 93.64%
50% 89.01% 92.57% 89.75% 93.13% 82.77% 88.81% 86.44% 94.61%
100% 92.48% 94.91% 93.41% 95.29% 89.74% 92.78% 90.43% 95.25%