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Gowalla dataset and benchmarks – Page 2 · SOTA2 Research

Research Datasets

Gowalla

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Time Prediction

Gowalla

353.89MAE

8

Next Visit Prediction

Gowalla Austin

26.93H@10

7

Next Visit Prediction

Gowalla Stockholm

31.32Hit Rate @ 10

7

Next POI Recommendation

Gowalla Austin

25.45H@10

7

Next POI Recommendation

Gowalla Stockholm

30.68Hit Rate@10

7

Gowalla

0.526HR@5

7

Gowalla strong generalization 1

22.88R@20

7

Location inference attack

gowalla

20.59Distance

6

Social link inference

Gowalla Austin

89.07AP

6

Social link inference

Gowalla Stockholm

89.98AP

6

Gowalla (test)

0.154NDCG@10

6

Gowalla

18.3Recall

5

Gowalla Temporal Shift

0.057Precision@20

2

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Popular tasks

Recommendation Collaborative Filtering Next-POI Recommendation Sequential Recommendation Social link inference

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