Top-k Popular Visited Location Prediction on Foursquare Check-in Dataset (77 Labels Subset)
97.3Acc@1Ours-Exp
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Ours-Expepsilon_puffer=52026.02 | 97.3 | 93.03 | 92.1 | |
| Ours-Expepsilon_puffer=42026.02 | 96.7 | 91.72 | 90.42 | |
| Ours-Expepsilon_puffer=32026.02 | 95.71 | 89.59 | 87.71 | |
| Ours-Expepsilon_puffer=22026.02 | 94.03 | 85.72 | 82.84 | |
| Ours-Expepsilon_puffer=12026.02 | 88.47 | 76.65 | 72.47 | |
| MQMepsilon_puffer=52026.02 | 83.37 | 66.91 | 61.99 | |
| MQMepsilon_puffer=42026.02 | 79.11 | 61.74 | 56.99 | |
| Ours-Expepsilon_puffer=0.52026.02 | 79.01 | 63.1 | 58.47 | |
| MQMepsilon_puffer=32026.02 | 72.08 | 55.26 | 50.84 | |
| MQMepsilon_puffer=22026.02 | 60.8 | 47.5 | 43 | |
| MQMepsilon_puffer=12026.02 | 46.35 | 36.29 | 30.56 | |
| Group DP-Expepsilon_puffer=52026.02 | 43.56 | 32.47 | 26.15 | |
| Group DP-Expepsilon_puffer=42026.02 | 40.58 | 29.53 | 23.32 | |
| Group DP-Expepsilon_puffer=32026.02 | 37.08 | 25.96 | 19.95 | |
| MQMepsilon_puffer=0.52026.02 | 36.31 | 26.69 | 20.83 | |
| Group DP-Expepsilon_puffer=22026.02 | 31.95 | 21.25 | 15.8 | |
| Group DP-Expepsilon_puffer=12026.02 | 22.6 | 14.5 | 10.98 | |
| Group DP-Expepsilon_puffer=0.52026.02 | 15.68 | 10.49 | 7.31 | |
| Group DP-Lapepsilon_puffer=52026.02 | 14.26 | 9.31 | 6.36 | |
| Group DP-Lapepsilon_puffer=42026.02 | 12.95 | 8.02 | 5.43 | |
| Group DP-Lapepsilon_puffer=32026.02 | 11.3 | 6.4 | 4.43 | |
| Group DP-Lapepsilon_puffer=22026.02 | 8.91 | 4.33 | 3.25 | |
| Group DP-Lapepsilon_puffer=12026.02 | 5.08 | 2.25 | 2.02 | |
| Group DP-Lapepsilon_puffer=0.52026.02 | 2.72 | 1.61 | 1.57 |