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