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Papers Benchmarks Datasets Tasks

Next-item recommendation research benchmarks · SOTA2 Research

Next-item recommendation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Fashion Amazon (test)

0.661HR@10

29

Feb 26, 2026

Men Amazon (test)

61.7HR@10

29

Feb 26, 2026

Games Amazon (test)

0.782HR@10

27

Feb 26, 2026

Amazon Beauty (test)

39.6NDCG@10

19

Apr 20, 2026

Amazon Video Games

3.28H@5

12

May 22, 2026

Amazon CDs and Vinyl

1.9Hit Ratio @5

12

May 22, 2026

Amazon Musical Instruments

2.48Hit Rate @5

12

May 22, 2026

Amazon Toys-Games public (test)

93.09AUC

9

Feb 26, 2026

Amazon Video-Games public (test)

94.59AUC

9

Feb 26, 2026

Amazon Home-Kitchen public (test)

0.895AUC

9

Feb 26, 2026

Amazon Beauty public (test)

0.937AUC

9

Feb 26, 2026

Amazon Movies-TV public (test)

89.86AUC

9

Feb 26, 2026

Amazon Office-Products public (test)

97.73AUC

9

Feb 26, 2026

Amazon Digital-Music public (test)

0.975AUC

9

Feb 26, 2026

Amazon Clothing-Shoes public (test)

0.936AUC

9

Feb 26, 2026

Amazon Electronics public (test)

0.923AUC

9

Feb 26, 2026

Popular datasets

Amazon Amazon Video Games Amazon Beauty MEN Fashion

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