Top-5 Most Frequently Visited Location Querying on Foursquare Check-in (test)
96.14Acc@1Ours-Exp
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Ours-Expepsilon_puffer=52026.02 | 96.14 | 90.35 | 88.74 | 87.61 | 85.57 | |
| Ours-Expepsilon_puffer=42026.02 | 95.3 | 88.49 | 86.38 | 84.46 | 82.02 | |
| Ours-Expepsilon_puffer=32026.02 | 93.99 | 85.71 | 82.82 | 79.44 | 76.18 | |
| Ours-Expepsilon_puffer=22026.02 | 91.81 | 80.86 | 76.87 | 71.24 | 66.33 | |
| Ours-Expepsilon_puffer=12026.02 | 83.51 | 68.8 | 64.2 | 57 | 51.01 | |
| MQMepsilon_puffer=52026.02 | 83.42 | 66.98 | 62.01 | 55.34 | 49.82 | |
| MQMepsilon_puffer=42026.02 | 79.14 | 61.81 | 57 | 50.67 | 45.63 | |
| MQMepsilon_puffer=32026.02 | 72.16 | 55.3 | 50.86 | 44.87 | 40.7 | |
| Ours-Expepsilon_puffer=0.52026.02 | 69.3 | 53.79 | 49.34 | 43.17 | 39.47 | |
| MQMepsilon_puffer=22026.02 | 60.83 | 47.42 | 43.05 | 37.33 | 34.42 | |
| MQMepsilon_puffer=12026.02 | 46.34 | 36.31 | 30.53 | 26.71 | 24.63 | |
| Group DP-Expepsilon_puffer=52026.02 | 37.08 | 26 | 19.99 | 17.67 | 15.75 | |
| MQMepsilon_puffer=0.52026.02 | 36.28 | 26.7 | 20.8 | 18.66 | 16.87 | |
| Group DP-Expepsilon_puffer=42026.02 | 34.27 | 23.34 | 17.65 | 15.9 | 14.14 | |
| Group DP-Expepsilon_puffer=32026.02 | 30.51 | 20.07 | 14.97 | 13.91 | 12.25 | |
| Group DP-Expepsilon_puffer=22026.02 | 24.96 | 15.97 | 12.04 | 11.55 | 9.8 | |
| Group DP-Expepsilon_puffer=12026.02 | 17.11 | 11.46 | 8.26 | 7.89 | 6.06 | |
| Group DP-Lapepsilon_puffer=52026.02 | 14.22 | 9.25 | 6.37 | 5.9 | 4.42 | |
| Group DP-Lapepsilon_puffer=42026.02 | 12.89 | 7.99 | 5.43 | 4.83 | 3.59 | |
| Group DP-Expepsilon_puffer=0.52026.02 | 12.59 | 7.49 | 5.08 | 4.49 | 3.34 | |
| Group DP-Lapepsilon_puffer=32026.02 | 11.27 | 6.35 | 4.43 | 3.64 | 2.81 | |
| Group DP-Lapepsilon_puffer=22026.02 | 8.9 | 4.31 | 3.25 | 2.54 | 2.12 | |
| Group DP-Lapepsilon_puffer=12026.02 | 5.05 | 2.25 | 2.01 | 1.76 | 1.59 | |
| Group DP-Lapepsilon_puffer=0.52026.02 | 2.67 | 1.62 | 1.55 | 1.47 | 1.41 |