Top-K Recommendation on IJCAI (test) benchmark leaderboard · SOTA2 Research

Top-K Recommendation on IJCAI (test)

1.27HR@10SWGCN-T

Evaluation Results

Method	Links
SWGCN-T2026.01		1.27	0.64	2.07	0.84	3.87	1.19	6.16	1.56	9.49	2.03
SWGCN2026.01		1.26	0.64	2.08	0.84	3.93	1.2	6.22	1.57	9.58	2.04
NGCF-MB2026.01		1.2	0.6	2.03	0.81	3.92	1.18	6.36	1.58	10.06	2.09
NMTR-GMF2026.01		1.11	0.58	1.71	0.73	3.06	1	4.78	1.28	7.42	1.65
MBGCN2026.01		1.09	0.56	1.65	0.71	2.95	0.96	4.63	1.23	7.21	1.59
NCF-GMF2026.01		1.03	0.54	1.62	0.69	2.97	0.95	4.69	1.23	7.38	1.61
NGCF-OB2026.01		1.03	0.5	1.74	0.68	3.36	1	5.39	1.33	8.52	1.77
BPR-MF2026.01		0.97	0.51	1.52	0.65	2.78	0.89	4.37	1.15	6.94	1.51
LightGCN2026.01		0.94	0.48	1.48	0.62	2.63	0.84	4.37	1.13	6.99	1.49
NCF-NeuMF2026.01		0.87	0.44	1.43	0.58	2.6	0.81	4.22	1.07	6.79	1.43
NCF-MLP2026.01		0.85	0.43	1.33	0.55	2.6	0.8	4.19	1.06	6.74	1.41
GHCF2026.01		0.64	0.37	1.23	0.52	2.25	0.72	3.71	0.95	6.14	1.29