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Last.FM dataset and benchmarks · SOTA2 Research

Research Datasets

Last.FM

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Top-K Recommendation

Last.FM (test)

0.272Recall@20

24

Last.FM (test)

80.3AUC

17

Last.fm

26.69NDCG (Male)

12

Last-FM

10.08Recall

10

Link Prediction

Last.fm (test)

98.91AUC

10

Top-10 Recommendation

Last.FM

22.01NDCG@10

9

Last.fm-360K 80-20 (test)

0.176Recall@10

9

Membership Inference Attack

Last.FM

65.09Accuracy

6

Last.fm

24.81NDCG (Male)

4

Link Prediction

Last.FM 10:1 negative sampling

77.26Macro-F1

4

Link Prediction

Last.FM 1:1 negative sampling

81.68Macro F1

4

Popular tasks

Recommendation Link Prediction CTR Prediction Top-10 Recommendation Top-K Recommendation

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