Neural Personalized Ranking via Poisson Factor Model for Item Recommendation

Table 3

Performance comparison on Gowalla.

Metric	PMF	BPR	MLP	NeuMF	PFM	NRPFM
Precision@3	0.00093	0.04442	0.04782	0.04883	0.04436	0.05320
Precision@5	0.00085	0.03656	0.03826	0.03848	0.03148	0.04167
Precision@10	0.00068	0.02796	0.02602	0.02673	0.01666	0.02800
Recall@3	0.00021	0.02115	0.02540	0.02693	0.02442	0.02817
Recall@5	0.00044	0.02753	0.03278	0.03343	0.02900	0.03537
Recall@10	0.00118	0.03950	0.04104	0.04265	0.03026	0.04337