CNFRD: A Few-Shot Rumor Detection Framework via Capsule Network for COVID-19

Table 6

The performance of CNFRD with compared deep learning models on two datasets.

Methods
	Accuracy	Precision	Recall	Macro F1
SVM-TS [73]	0.6522	0.6616	0.6654	0.6488
CNN [74]	0.7556	0.7648	0.7691	0.7706
GRU [27]	0.8052	0.8369	0.8144	0.7960
CNFRD	0.8892	0.8795	0.8836	0.8862
Methods
	Accuracy	Precision	Recall	Macro F1
SVM-TS [73]	0.6420	0.6486	0.6419	0.6481
CNN [74]	0.7424	0.7463	0.7357	0.7495
GRU [27]	0.7996	0.8011	0.8078	0.7952
CNFRD	0.8707	0.8754	0.8620	0.8781