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Session-based recommendation research benchmarks · SOTA2 Research

Session-based recommendation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

27.35MRR@20

52

Feb 27, 2026

31.61MRR@20

52

Feb 27, 2026

YOOCHOOSE (1/4)

32.7MRR@20

36

Feb 27, 2026

55.37HR@20

24

Jun 19, 2026

33.53HR@20

24

Jun 19, 2026

7.49Hit Rate @ 5

24

Apr 16, 2026

6.28Hit Rate @ 5

24

Apr 16, 2026

3.49Hit Rate@5

24

Apr 16, 2026

Yoochoose 1/64 (test)

72.62HR@20

20

Feb 26, 2026

Diginetica (test)

57.86HR@20

20

Feb 26, 2026

12.68HR@5

14

Jun 26, 2026

52.3HR@5

14

Jun 26, 2026

SIGIR E-commerce Data Challenge Leaderboard 2021

27.84MRR

14

Feb 26, 2026

0.138P@10

12

Feb 26, 2026

57.05P@10

12

Feb 26, 2026

49.94P@10

12

Feb 26, 2026

37.28P@10

12

Feb 26, 2026

71.53P@20

12

Feb 26, 2026

28.82Precision@20

11

Feb 26, 2026

37.15P@10

8

Feb 26, 2026

34.01P@10

8

Feb 26, 2026

RetailRocket (RR)

61.41Recall@20

8

Feb 26, 2026

Yoochoose Unbiased (test)

0.008R@20

6

Feb 26, 2026

Yoochoose Tail (test)

41.74R@20

6

Feb 26, 2026

Yoochoose AOA (test)

63.75Recall@20

6

Feb 26, 2026

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YOOCHOOSE RetailRocket DIGINETICA Tmall Yelp

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