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Papers Benchmarks Datasets Tasks

Direct Recommendation research benchmarks · SOTA2 Research

Direct Recommendation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Amazon Sports 5-core filtering (leave-one-out)

0.557H@10

17

Mar 19, 2026

Amazon Clothing 5-core filtering (leave-one-out)

56.27Hit Rate @10

17

Mar 19, 2026

Amazon Beauty 5-core filtering (leave-one-out)

56.44Hit Rate @10 (H@10)

17

Mar 19, 2026

Amazon Toys 5-core filtering (leave-one-out)

52.25H@10

17

Mar 19, 2026

58.93Hit Rate@5

9

Mar 17, 2026

Amazon Toys (test)

18.39HR@5

8

Jun 30, 2026

Amazon Clothing (test)

19.98HR@5

8

Jun 30, 2026

82.53Hit@1

8

Mar 26, 2026

43.2Hit Rate @ 1

8

Mar 26, 2026

Popular datasets

Amazon Clothing Amazon Amazon Beauty MovieLens Insurance

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