Multi-objective Re-ranking on Grocery benchmark leaderboard · SOTA2 Research

Multi-objective Re-ranking on Grocery

68.99HR@5PreferRec

Evaluation Results

Method	Links
PreferRec2026.03		68.99	68.84	47.65	42.93	0.0107	0.0138	0.7597	0.7824	1.16	1.5	1.34	1.72
ContraRec2026.03		42.8	51.26	33.01	35.75	0.0106	0.0147	0.5723	0.6505	0.77	1.25	0.85	1.39
SASRec2026.03		39.1	47.89	29.34	32.19	0.0072	0.009	0.6121	0.701	0.51	0.76	0.54	0.82
ComiRec2026.03		38	48.09	27.07	30.32	0.0073	0.009	0.6148	0.7001	0.51	0.76	0.54	0.82
DGRec2026.03		37.47	49.98	25.77	29.83	0.0103	0.0142	0.579	0.6534	0.69	1.19	0.73	1.32
NARM2026.03		36.67	47.61	26.25	29.79	0.0072	0.0089	0.6147	0.7026	0.49	0.75	0.51	0.81
GRU4Rec2026.03		36.64	47	26.02	29.37	0.0072	0.009	0.6158	0.7046	0.49	0.76	0.51	0.81
EMMR2026.03		36.64	47	21.6	21.18	0.0104	0.014	0.7637	0.7739	0.76	1.22	0.75	1.27
MMR2026.03		34.64	46.13	24.93	28.66	0.0106	0.0145	0.5582	0.6262	0.67	1.14	0.71	1.25
SSD2026.03		34.46	46.89	19.83	23.87	0.0107	0.0145	0.5555	0.6224	0.67	1.15	0.71	1.27
epsilon-Greedy2026.03		31.63	43	21.33	24.99	0.0071	0.0089	0.6161	0.7048	0.44	0.71	0.44	0.74
DPP2026.03		27.12	35.69	19.76	22.51	0.0103	0.0141	0.6435	0.6975	0.58	0.98	0.56	0.98
POP2026.03		20.43	33.41	12.93	17.1	0.0089	0.0131	0.4013	0.4373	0.36	0.73	0.36	0.81