方法 | MVSA-Single | MVSA-Multiple | ||
准确率 | F1值 | 准确率 | F1值 | |
SentiBank | 45.22 | 43.80 | 50.02 | 51.15 |
VggNet-19 | 67.76 | 60.7 | 64.06 | 61.89 |
SentiStrenth | 49.86 | 48.45 | 50.57 | 49.84 |
LSTM-Attention | 65.98 | 64.28 | 67.86 | 66.18 |
BILSTM-Attention | 66.8 | 64.79 | 68.97 | 67.03 |
SentiBank + SentiStrenth | 52.05 | 50.08 | 65.62 | 55.36 |
MLSA | 68.84 | 69.89 | 68.12 | 69.07 |
ViLT | 75.9 | 75.3 | 69.9 | 67.3 |
SoD-ViLT | 78.63 | 77.82 | 72.01 | 70.07 |