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Papers Benchmarks Datasets Tasks

Instruments dataset and benchmarks · SOTA2 Research

Research Datasets

Instruments

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Generative Recommendation

Instruments

11.38R@10

23

Instruments

11.18Recall@10

23

Sequential Recommendation

Instruments

9.97HR@5

20

Generative Recommendation

Instruments (test)

8.88R@5

16

Instruments (test)

34.7Hit@1

13

User Simulation

Instruments

38.12F1 Score

13

Generative Retrieval

Musical Instruments

0.033NDCG@10

10

Sequential Recommendation

Instruments (test)

32NDCG@1

10

Continual Recommendation

Instruments

1.93Hit@5

7

Popular tasks

Sequential Recommendation Recommendation Generative Recommendation User Simulation Generative Retrieval

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