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

Table 8

The performance of CNFRD and its variants on two datasets.

Methods
	Accuracy	Precision	Recall	Macro F1
CNFRD W/O BERT	0.8550	0.8596	0.8501	0.8527
CNFRD W/O Capsnet	0.8388	0.8367	0.8264	0.8325
CNFRD W/EuD	0.8628	0.8659	0.8616	0.8642
CNFRD	0.8892	0.8795	0.8836	0.8862
Methods
	Accuracy	Precision	Recall	Macro F1
CNFRD W/O BERT	0.8499	0.8482	0.8459	0.8506
CNFRD W/O Capsnet	0.8301	0.8298	0.8322	0.8287
CNFRD W/EuD	0.8652	0.8549	0.8589	0.8604
CNFRD	0.8707	0.8754	0.8620	0.8781