Research Article
CNFRD: A Few-Shot Rumor Detection Framework via Capsule Network for COVID-19
Table 7
The performance of CNFRD with compared few-shot models on two datasets.
| Methods | | Accuracy | Precision | Recall | Macro F1 |
| Matching network [75] | 0.7956 | 0.7894 | 0.7921 | 0.7996 | Prototype network [21] | 0.7823 | 0.7866 | 0.7873 | 0.7895 | Relation network [22] | 0.8169 | 0.8143 | 0.8105 | 0.8096 | CNFRD | 0.8892 | 0.8795 | 0.8836 | 0.8862 |
| Methods | | Accuracy | Precision | Recall | Macro F1 |
| Matching network [75] | 0.7905 | 0.7981 | 0.7954 | 0.7968 | Prototype network [21] | 0.7801 | 0.7796 | 0.7756 | 0.7822 | Relation network [22] | 0.8002 | 0.8037 | 0.8049 | 0.7946 | CNFRD | 0.8707 | 0.8754 | 0.8620 | 0.8781 |
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