Next Basket Repurchase Recommendation on Instacart (test) benchmark leaderboard · SOTA2 Research

Next Basket Repurchase Recommendation on Instacart (test)

54.89PrecisionTIFUKNN

Evaluation Results

Method	Links
TIFUKNN2026.04		54.89	13.4	54.89
CASE2026.04		54.78	13.25	54.78
PIETSP2026.04		52.1	12.22	52.1
DNNTSP2026.04		46.31	10.25	46.31
CASE2026.04		45.51	29.01	51.35
TIFUKNN2026.04		45.41	28.8	51.31
PIETSP2026.04		44.24	27.72	49.51
DNNTSP2026.04		40.02	25.11	44.47
CASE2026.04		39.89	39.49	50.86
TIFUKNN2026.04		39.3	38.78	50.37
PIETSP2026.04		38.38	37.73	48.91
BERT4NBR2026.04		35.76	8.12	35.76
DNNTSP2026.04		35.27	34.8	44.27
CASE2026.04		31.55	54.64	52.41
TIFUKNN2026.04		31.15	53.71	51.89
PIETSP2026.04		29.86	54.29	51.55
BERT4NBR2026.04		28.75	19.1	32.76
DNNTSP2026.04		28.42	49.43	46.16
BERT4NBR2026.04		24.92	26.08	32.31
BERT4NBR2026.04		20.47	38.11	33.97