Rumor Detection Based on Knowledge Enhancement and Graph Attention Network

Table 4

Comparison of detection accuracy on Twitter.

Twitter
Method accuracy		Rumors		Nonrumors
		Precision	F1	Precision	F1
Baseline	0.548	0.581	0.558	0.577	0.548
CNN	0.653	0.655	0.643	0.663	0.653
LSTM	0.796	0.706	0.723	0.724	0.697
RNN	0.785	0.712	0.692	0.701	0.679
GRU	0.736	0.729	0.734	0.745	0.729
BERT	0.752	0.792	0.819	0.782	0.733
Bi-GCN	0.880	0.924	0.930	0.853	0.847
Ours	0.885	0.937	0.942	0.856	0.852