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Papers Benchmarks Datasets Tasks

Yelp dataset and benchmarks – Page 2 · SOTA2 Research

Research Datasets

Yelp

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Yelp (test)

97.59AUROC

34

Sentiment Classification

Yelp5 (test)

98.5Accuracy

34

Text Classification

Yelp.P (test)

98.63Accuracy

34

Sentiment Analysis

Yelp

95.6Accuracy

34

Multi-class text classification

Yelp

61.9Micro-F1

33

Graph Anomaly Detection

Yelp

84.8AUROC

33

Sentiment Analysis

Yelp '13 (test)

68.3Accuracy

33

Yelp

0.032Recall@10

32

Membership Inference Attack

Yelp

94AUC

32

Yelp Set-up (S)

8.33Recall@10

32

Yelp

0.119NDCG@10

32

LF Mislabeling Identification

Yelp

0.922AP

32

Sentiment Transfer

YELP (test)

0.519STAR∆

30

Sentiment Analysis

Yelp (test)

84.8Accuracy

29

Text Adversarial Example Detection

Yelp

100TPR@10

28

Sequential Recommendation

Yelp

69.12HR@10

27

Multi-behavior Recommendation

Yelp

5.14HR @ 10

26

Node Classification

Yelp (test)

65.34Micro F1

26

Synthetic Network Generation

Yelp

5.17GFDL1 Link Prediction Accuracy

25

Collaborative Filtering

Yelp

0.086MRR@10

25

Document Classification

Yelp Polarity

97.8Accuracy

25

Sequential Recommendation

Yelp

5.73HR@10

24

Yelp

12.15Recall@50

24

Session-based Recommendation

Yelp

6.28Hit Rate @ 5

24

Generative Recommendation

Yelp (test)

1.88NG@5

24

Page 2 of 13

Popular tasks

Recommendation Sentiment Analysis Text Classification Sequential Recommendation Sentiment Classification

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