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Brightkite dataset and benchmarks · SOTA2 Research

Research Datasets

Brightkite

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Relationship prediction ranking

Brightkite (test)

92.9MRR

17

Brightkite (test)

48.9Recall

16

Next Location Prediction

Brightkite

0.532Accuracy @ 1

13

Trajectory User Link

Brightkite

83.06Acc@1

10

Time Prediction

Brightkite

345.74MAE

8

Location inference attack

brightkite

25.74Distance

6

Graph-based Semi-Supervised Learning solver performance

loc-Brightkite

0.95Wall-clock Time (s)

2

Popular tasks

Time Prediction Trajectory User Link Next Location Prediction Relationship prediction ranking Location inference attack

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