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Product Recommendation research benchmarks · SOTA2 Research

Product Recommendation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

RecIF-Bench Product Rec

2.52Pass@1

22

Apr 27, 2026

UCI Online Retail (test)

Popularity Recommendation

15.5Precision@10

12

May 1, 2026

Amazon Baby Registry Feeding (test)

0.019MJC

12

Feb 26, 2026

Amazon Baby Registry Bedding (test)

0.203MJC

12

Feb 26, 2026

Amazon Baby Registry Toys (test)

0.025MJC

12

Feb 26, 2026

Amazon Baby Registry Diaper (test)

0.134MJC

12

Feb 26, 2026

Amazon Baby Registry Bath (test)

0.01MJC

12

Feb 26, 2026

Amazon Baby Registry Gear (test)

0.013MJC

12

Feb 26, 2026

0.431NDCG@5

8

Feb 26, 2026

0.025MJC

6

Feb 26, 2026

10.1MJC

6

Feb 26, 2026

0.153MJC

6

Feb 26, 2026

Amazon Baby Registry Media (test)

0.025MJC

6

Feb 26, 2026

Amazon Baby Registry Apparel (test)

0.018MJC

6

Feb 26, 2026

Amazon Baby Registry Health (test)

0.011MJC

6

Feb 26, 2026

Internal Product Recommendation (test)

40.5mAP

1

Apr 13, 2026

AliExpress Production Search System (online)

6.02RN

1

Feb 26, 2026

Popular datasets

Amazon Baby Registry Health Apparel Media SKG

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