Assortment optimization on SUSHI Preference Data benchmark leaderboard · SOTA2 Research

Assortment optimization on SUSHI Preference Data

87Worst Coverage Ratio30 real data

Evaluation Results

Method	Links
30 real data2026.02		87	0.19	99	100	99	100	99	100
15 real data2026.02		78	0.24	98	100	99	100	100	100
Description2026.02		77	0.2	97	100	97	100	97	99
Persona2026.02		77	0.22	97	100	98	100	96	99
Persona2026.02		76	0.22	97	100	98	100	96	100
Sampling2026.02		75	0.23	98	100	98	100	96	100
Description2026.02		75	0.19	97	100	98	100	96	100
Description2026.02		75	0.21	96	100	97	100	95	99
Sampling2026.02		74	0.23	98	100	98	100	96	100
Persona2026.02		74	0.24	98	100	98	100	95	100
Persona2026.02		74	0.22	98	100	98	100	96	100
Description2026.02		74	0.19	98	100	98	100	97	99
Description2026.02		74	0.19	97	100	98	100	97	99
Batch2026.02		74	0.25	97	100	98	100	96	100
Batch2026.02		74	0.25	98	100	98	100	96	100
Description2026.02		74	0.19	97	100	98	100	96	99
Popularity score2026.02		74	—	98	100	100	100	94	98
Persona2026.02		73	0.24	98	100	99	100	100	99
Persona2026.02		73	0.24	97	99	98	99	98	99
Description2026.02		73	0.2	96	100	96	100	94	99
Batch2026.02		72	0.25	97	99	97	100	96	99
Sampling2026.02		72	0.28	95	99	97	99	99	98
Sampling2026.02		71	0.3	98	99	98	99	100	100
Sampling2026.02		71	0.26	97	100	99	100	99	99
Sampling2026.02		71	0.31	98	99	98	99	100	99
5 real data2026.02		71	0.29	97	99	97	99	96	99
Batch2026.02		70	0.34	96	99	95	99	93	99
Batch2026.02		70	0.34	95	99	96	99	92	99
Batch2026.02		70	0.26	97	100	98	99	97	99
Persona2026.02		66	0.23	97	100	98	100	92	99
Persona2026.02		65	0.24	97	100	98	100	94	100
Description2026.02		63	0.24	94	99	95	99	93	99
Sampling2026.02		61	0.28	98	100	98	100	96	100
Sampling2026.02		61	0.27	97	100	97	100	94	100
Batch2026.02		61	0.35	95	99	96	99	92	99
Batch2026.02		60	0.34	96	99	97	99	94	99
Random2026.02		58	0.23	94	99	92	99	91	98