Next-item prediction on Books Industrial dataset (test) benchmark leaderboard · SOTA2 Research

Next-item prediction on Books Industrial dataset (test)

81.62Hits@10FAPAT

Evaluation Results

Method	Links
FAPAT2023.12		81.62	61.08	54.39	85.12	61.97	54.64
FAPAT2023.12		81.62	61.08	—	85.12	61.97	—
CSRM2023.12		78.69	56.7	49.54	82.88	57.77	49.83
CSRM2023.12		78.69	56.7	—	82.88	57.77	—
GCE-GNN2023.12		77.61	57.6	51	80.03	58.22	51.17
GCE-GNN2023.12		77.61	57.6	—	80.03	58.22	—
NARM2023.12		76.09	54.22	47.13	80.83	55.43	47.36
S3-Rec2023.12		75	58.54	53.23	79.45	59.67	53.55
S3-Rec2023.12		75	58.54	—	79.45	59.67	—
LESSR2023.12		73.72	53.86	47.36	82.31	54.77	47.61
LESSR2023.12		73.72	53.86	—	82.31	54.77	—
MSGIFSR2023.12		72.93	52.23	45.66	76.33	53.09	45.66
MSGIFSR2023.12		72.93	52.23	—	76.33	53.09	—
GC-SAN2023.12		72.56	54.92	49.25	75.73	56.05	50.14
SR-GNN2023.12		66.55	47.55	41.32	69.77	48.37	41.55
SR-GNN2023.12		66.55	47.55	—	69.77	48.37	—
STAMP2023.12		61.49	42.13	35.95	67.46	43.65	36.37
GRU4Rec2023.12		47.21	31.86	27.02	53.55	33.47	27.46
FPMC2023.12		36.51	24.32	20.49	41.9	25.69	20.87
M2TRec2023.12		32.56	22.58	24.98	35.39	25.7	22.78
M2TRec2023.12		32.56	22.58	—	35.39	25.7	—
S2-DHCN2023.12		4.69	3.42	3.03	5.6	3.65	3.09