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Papers Benchmarks Datasets Tasks

Point-of-Interest Recommendation research benchmarks · SOTA2 Research

Point-of-Interest Recommendation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Yelp-Open Cold-start (test)

19.6Recall@10

5

May 18, 2026

Foursquare-TKY Cold-start (test)

29.7R@10

5

May 18, 2026

Foursquare-NYC Cold-start (test)

31.3R@10

5

May 18, 2026

Yelp-Open weekday-to-weekend context-shift

19.8NDCG@10

5

May 18, 2026

Foursquare-TKY weekday-to-weekend context-shift

29.1NDCG@10

5

May 18, 2026

Foursquare-NYC weekday-to-weekend context-shift

30.9NDCG@10

5

May 18, 2026

Popular datasets

Foursquare-TKY Yelp-Open FourSquare Foursquare NYC

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