Recommendation on Baby (HR@K/N@K) benchmark leaderboard · SOTA2 Research

Recommendation on Baby (HR@K/N@K)

10.29HR@10Jacobi

Evaluation Results

Method	Links
Jacobi2026.04		10.29	—	0.0358	0.045
Lin-C2026.04		6.66	10.44	0.0361	0.0458
ASPIRE2026.04		6.66	10.27	0.0361	0.0454
ASPIRE2026.04		6.59	10.21	0.0354	0.0447
Jacobi2026.04		6.54	9.96	0.0358	0.0446
Lin-C2026.04		6.42	9.74	0.0347	0.0432
L-n2026.04		6.4	9.85	0.0345	0.0433
Avg-P2026.04		6.3	9.67	0.0343	0.0429
Avg-P2026.04		6.27	9.9	0.0337	0.043
MuSTRec-S2026.02		6.15	9.39	3.46	4.27
MuSTRec2026.02		5.89	8.51	3.32	3.98
L-n2026.04		5.76	9.22	0.0312	0.0401
Jacobi2026.04		5.66	8.73	0.0306	0.0385
Naive-L2026.04		5.57	8.66	0.0305	0.0384
ASPIRE2026.04		5.5	8.71	0.0297	0.038
Avg-P2026.04		5.43	8.51	0.0293	0.0372
Lin-C2026.04		5.42	8.5	0.0292	0.0372
Naive-L2026.04		5.38	8.33	0.0293	0.0369
L-n2026.04		5.36	8.31	0.0289	0.0365
BSARec2026.02		5.08	7.6	2.82	3.46
FEARec2026.02		4.82	7.36	2.6	3.24
Naive-L2026.04		4.5	6.9	0.0246	0.0307
LGMRec2026.02		4.23	6.73	2.21	2.83
L-02026.04		4.17	6.38	0.0227	0.0284
L-02026.04		4.17	6.38	0.0227	0.0284
L-02026.04		4.17	6.38	0.0227	0.0284
MGCN2026.02		4.14	6.54	2.2	2.81
FREEDOM2026.02		4.09	6.8	2.09	2.77
BERT4Rec2026.02		4.06	6.48	2.06	2.67
GRCN2026.02		3.81	5.93	1.99	2.52
LightGCN2026.02		3.43	5.58	1.77	2.32
FMLPRec2026.02		3.13	5.27	1.57	2.11
SASRec2026.02		3.1	5.11	1.63	2.13
VBPR2026.02		2.92	4.79	1.5	1.96
MMGCN2026.02		2.91	4.64	1.4	1.84
BPR2026.02		2.59	4.38	1.33	1.78