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Papers Benchmarks Datasets Tasks

Next-item prediction research benchmarks – Page 2 · SOTA2 Research

Next-item prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

0.01NDCG@5

8

Feb 26, 2026

0.022NDCG@5

8

Feb 26, 2026

100 million industrial data Electronics (test)

78.36Hits@10

8

Feb 26, 2026

100 million industrial data Beauty (test)

92.72Hits@10

8

Feb 26, 2026

proprietary industrial dataset (chronological split)

0.21H@1

7

Feb 26, 2026

2.65Hit@100

6

Feb 26, 2026

Music Recommendation Dataset (train)

0.437Normalized Entropy

5

Feb 26, 2026

Music Recommendation Dataset Offline (test)

21.78Recall@10

4

Jun 9, 2026

Proprietary music and podcast streaming dataset (3-year evaluation horizon)

78NDCG@50 Drift Recovery

4

Apr 10, 2026

Proprietary music and podcast streaming dataset 1-year evaluation horizon

72NDCG@50 Error Recovery

4

Apr 10, 2026

4.96Recall@5

2

Jun 17, 2026

Huawei Advertising Challenge Dataset cross-domain transfer 2022

0.032Recall@10

2

Feb 26, 2026

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