基于图自监督对比学习的社交媒体谣言检测
乔禹涵, 贾彩燕
Rumor detection on social media based on graph contrastive self⁃supervised learning
Yuhan Qiao, Caiyan Jia
表3
Twitter16数据集上的实验结果
Table 3
Experimental results on Twitter16 dataset
模型
准确率
F
1
NR
FR
TR
UR
RD⁃GCSL
0.889±0.3%
0.833
0.882
0.949
0.886
RvNN
0.737±0.9%
0.662
0.743
0.835
0.708
BiGCN
0.858±0.5%
0.767
0.854
0.925
0.867
UDGAT
0.871±0.3%
0.794
0.876
0.927
0.870
ClaHi⁃GAT
0.882±0.4%
0.827
0.887
0.936
0.874
RDEA
0.880±0.5%
0.823
0.878
0.937
0.875