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Research Datasets

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Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Multi-turn information acquisition

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89.78Success Rate (SR)

25

Sequential Recommendation

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3.64Recall@10

18

Sequential Recommendation

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0.017NDCG@5

15

Next-basket Recommendation

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1.6Recall@10

14

Sequential Recommendation

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2.03HR@5

14

Candidate retrieval

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74.8Precision

12

Counterfactual Explanations

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34.1Validity

10

Autonomous Exploration

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83Success Rate

4

Popular tasks

Sequential Recommendation Next Basket Recommendation Counterfactual Explanations Autonomous Exploration Candidate Retrieval

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