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KuaiRec dataset and benchmarks – Page 2 · SOTA2 Research

Research Datasets

KuaiRec

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Interactive Recommendation

KuaiRec Max Len 50

43.37Rcum

8

Sequential Recommendation

KuaiRec Large

0.157HR@10

7

Sequential Recommendation

KuaiRec Small

23.5HR@10

7

KuaiRec-B

2.54Recall@10

6

KuaiRec-S

4.18Recall@10

6

KuaiRec

57HR

6

Active Learning

KuaiRec

1.742NLL

5

Video-level watch-time prediction

KuaiRec

0.29MAE

5

Session-level watch-time prediction

KuaiRec

1.72MAE

5

Explanation Generation Quality

Kuairec

20.72BLEU

4

Sequential CTR Prediction

KuaiRec

0.014Delta AUC

3

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Popular tasks

Sequential Recommendation Recommendation Ranking Interactive Recommendation Retrieval

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