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% | |||