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ResearchFormerly WizWand

LastFM

Benchmarks

TaskDatasetSOTA resultTrendResults

Next interaction prediction

LastFM (test)

20MRR

8

Generative Recommendation

LastFM

7.6Recall@10

7

Collaborative Ranking

LastFM

21.71H@10

6

Contextual Bandits

LastFM

186.4Cumulative Regret

5

Knowledge-aware Recommendation

LastFM

9.17Recall@20

5

Contextual Bandits

LastFM HetRec

412.1Cumulative Regret

4

Node Classification

LastFM 10% (train val)

60.1Accuracy

4

Node Clustering

LastFM

0.409ARI

3

Next interaction prediction

Lastfm

54.8Total Running Time (min)

3

Session-based next-item recommendation

LastFM (test)

9.26Hit@1

1

Data Inference Attack

LastFM

0.001Cosine Similarity

1

Spectral Clustering

LastFM full

0.837Result Index 14

1