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Foursquare NYC dataset and benchmarks · SOTA2 Research

Research Datasets

Foursquare NYC

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Next POI Recommendation

Foursquare-NYC (test)

37.51Accuracy@1

20

POI Recommendation

Foursquare-NYC Standard Evaluation (test)

27.9Recall@5

10

Next POI Prediction

Foursquare NYC Total Movement

19.3Top-1 Acc

8

Next POI Prediction

Foursquare NYC (Unfamiliar Movement)

11.64Top-1 Accuracy

8

Next POI Prediction

Foursquare NYC (Familiar Movement)

0.225Top-1 Accuracy

8

Point-of-Interest Recommendation

Foursquare-NYC weekday-to-weekend context-shift

30.9NDCG@10

5

Popular tasks

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