Table 2 Rumor detection results on Twitter15 datasets.
Method | Acc | NR | FR | TR | UR |
|---|---|---|---|---|---|
\({F}_{1}\) | \({F}_{1}\) | \({F}_{1}\) | \({F}_{1}\) | ||
DTC | 0.454 | 0.733 | 0.355 | 0.317 | 0.415 |
SVM-TS | 0.544 | 0.796 | 0.472 | 0.404 | 0.483 |
SVM-TK | 0.667 | 0.619 | 0.669 | 0.772 | 0.645 |
MVAE | 0.612 | 0.523 | 0.656 | 0.701 | 0.445 |
RvNN | 0.723 | 0.682 | 0.758 | 0.821 | 0.654 |
PPC | 0.842 | 0.818 | 0.875 | 0.811 | 0.790 |
GCAN | – | 0.825 | 0.830 | 0.826 | 0.877 |
VAE-GCN | 0.856 | 0.749 | 0.795 | 0.905 | 0.809 |
BI-GCN | 0.886 | 0.891 | 0.860 | 0.930 | 0.864 |
GLAN | 0.890 | 0.936 | 0.908 | 0.897 | 0.817 |
HGATRD | 0.911 | 0.953 | 0.929 | 0.905 | 0.854 |
MLI-GRA | 0.920 | 0.958 | 0.911 | 0.920 | 0.889 |