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ResearchFormerly WizWand

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