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Papers Benchmarks Datasets Tasks

NYC dataset and benchmarks · SOTA2 Research

Research Datasets

NYC

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Next-POI Recommendation

NYC (test)

65.38Recall@5

36

Knowledge Graph Completion (KGC)

NYC

56GPT Accuracy

32

Relational Triplet Extraction (RTE)

NYC

52GPT Accuracy

32

Next POI Prediction

NYC

35.87ACC@1

31

Next POI recommendation

NYC

0.245ND@1

26

Check-in Prediction

NYC Target from CHI & SF

0.802R^2

24

Time-series Anomaly Detection

NYC

81.6A-R Score

16

Multivariate Time Series Anomaly Detection

NYC

100Precision

16

Time-Series Anomaly Detection

NYC

7.6AUC-PR

16

Time Series Anomaly Detection

NYC

100Affiliation Precision

16

Anomaly Detection

NYC

46.1R-R

16

Time Series Anomaly Detection

NYC

85.7AUC-ROC

16

Nightlight Prediction

NYC Target from CHI & SF

0.891R^2

16

Carbon Prediction

NYC Target from CHI & SF

0.531R^2

16

Population Prediction

NYC Target from CHI & SF

0.81R^2

16

Service Call Prediction

NYC Target from CHI & SF

0.713R^2

16

Crime Prediction

NYC Target from CHI & SF

0.769R^2

16

Semantic Segmentation

NYC 1m GSD (test)

33.34mIoU

15

Next-location prediction

NYC (test)

27.34Acc@1

14

Spatio-temporal Forecasting

NYC 30min

10.81MAE

13

Next POI Prediction

NYC (Tail)

66.61H@20

13

Next POI Prediction

NYC (Head)

99.15H@20

13

Next Point-of-Interest Recommendation

NYC

57.02HR@5

13

NYC Queens (out-of-domain)

95.09Travel Time

13

Subway Scheduling

NYC Queens (out-of-domain)

155.75Electricity Consumption

13

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