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

Multi-objective Re-ranking on Beauty

60.78Hit Rate @ 5PreferRec

Evaluation Results

Method	Links
PreferRec2026.03		60.78	70.24	34.91	37.1	5.74	8.72	70.02	71.01	5.37	8.7	6.05	10.06
ContraRec2026.03		40.83	49.94	31.43	34.36	5.55	8.84	55.91	62.9	3.71	6.85	3.98	7.42
SASRec2026.03		36.79	45.83	28.16	31.08	5.67	9.06	48.33	55.12	3.33	6.24	3.59	6.81
DGRec2026.03		36.78	48.23	26.33	30.04	5.53	8.8	56.73	63.4	3.5	6.7	3.64	7.18
ComiRec2026.03		35.73	46.18	25.86	29.23	5.56	8.88	52.86	59.5	3.35	6.39	3.51	6.87
NARM2026.03		33.27	44.58	23.68	27.32	5.65	8.97	52.33	59.06	3.24	6.29	3.34	6.71
GRU4Rec2026.03		32.85	44.2	23.32	26.98	5.62	8.94	53.28	59.85	3.22	6.28	3.3	6.66
EMMR2026.03		32.85	44.2	19.55	19.99	5.93	9.47	72.73	73.62	3.81	7.26	3.67	7.37
MMR2026.03		31.39	42.53	22.47	26.06	5.7	9.04	54.01	60.28	3.18	6.22	3.22	6.52
SSD2026.03		31.27	43.89	18.02	22.12	5.64	8.95	53.68	59.99	3.13	6.26	3.17	6.63
epsilon-Greedy2026.03		28.42	39.91	19.17	22.75	5.72	9.01	57.83	62.17	3.07	6.04	3	6.2
DPP2026.03		22.73	31.38	16.56	19.34	5.81	9.3	60.77	65.73	2.7	5.41	2.5	5.21
POP2026.03		17.18	28.91	11.34	15.12	5.73	9.22	38.93	42.99	1.86	4.24	1.76	4.34