数据集 | PU | CWRU | ||||
标注数量 | 5 | 10 | 20 | 10 | 20 | 30 |
SL | 50.38 | 63.28 | 79.35 | 42.45 | 58.00 | 71.42 |
PL | 60.56 | 84.34 | 95.64 | 58.67 | 74.23 | 82.31 |
Mixmatch | 65.25 | 87.75 | 98.62 | 65.57 | 79.36 | 90.43 |
SimCLR | 77.75 | 97.37 | 99.34 | 75.35 | 81.65 | 89.21 |
本文方法 | 79.64 | 99.12 | 99.88 | 77.54 | 84.50 | 95.67 |