FourSquare
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Sequential Recommendation | Foursquare | HR@200.0323 | 28 | |
| Sequential Recommendation | Foursquare | NDCG@525.52 | 14 | |
| Next Location Prediction | FourSquare | Top-1 Accuracy17.29 | 13 | |
| Mobility Prediction | Foursquare-NYC | Weighted Precision35.08 | 12 | |
| POI Recommendation | Foursquare TKY | Normalized Accumulated Reward14 | 10 | |
| POI Recommendation | Foursquare NYC | Normalized Accumulated Reward8.49 | 10 | |
| Trajectory User Link | FourSquare | Accuracy@172.08 | 10 | |
| Trajectory Generation | FS-TKY (Foursquare) 2014 2016 (test) | Distance Error0.015 | 9 | |
| Time Prediction | FourSquare | MAE309.78 | 8 |
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