Table 5.
Rumor detection results on Twitter15 (%)
| Model | Acc | F1 | |||
|---|---|---|---|---|---|
| NR | FR | TR | UR | ||
| DTC | 45.4 | 73.3 | 35.5 | 31.7 | 41.5 |
| SVM-RBF | 31.8 | 22.5 | 8.2 | 45.5 | 21.8 |
| SVM-TS | 54.4 | 79.6 | 47.2 | 40.4 | 48.3 |
| SVM-TK | 66.7 | 61.9 | 66.9 | 77.2 | 64.5 |
| GRU-RNN | 64.1 | 68.4 | 63.4 | 68.8 | 57.1 |
| RvNN | 72.3 | 68.2 | 75.8 | 82.1 | 65.4 |
| GCAN | 83.1 | 79.0 | 84.2 | 88.4 | 80.8 |
| GLAN | 85.4 | 79.6 | 82.2 | 91.4 | 82.3 |
| Bi-GCN | 83.2 | 79.5 | 83.3 | 90.2 | 78.9 |
| P-BiGAT | 87.2 | 82.1 | 84.8 | 94.4 | 88.2 |
| GACN | 88.9 | 91.0 | 92.4 | 87.5 | 84.5 |
The values in bold indicate the maximum value under different indicators