Mobility Prediction on CA Foursquare Gowalla (test)
22.25M@1ALOHA
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| ALOHABackbone=MCLP2025.05 | 22.25 | 32.15 | 33.08 | 36.08 | 38.3 | |
| ALOHABackbone=Graph-Flashback2025.05 | 22.07 | 31.85 | 33.16 | 35.88 | 39 | |
| ALOHABackbone=STHGCN2025.05 | 22.07 | 31.45 | 32.5 | 35.36 | 37.92 | |
| LoTNextStrategy=Base2025.05 | 20.41 | 28.96 | 30.34 | 32.54 | 35.83 | |
| STHGCNBackbone=STHGCN2025.05 | 20.31 | 30.15 | 31.39 | 34.01 | 36.95 | |
| MCLPBackbone=MCLP2025.05 | 19.39 | 29.05 | 30.16 | 32.85 | 35.51 | |
| Graph-FlashbackBackbone=Graph-Flashback2025.05 | 18.01 | 27.85 | 29.18 | 32.02 | 35.2 | |
| ALOHABackbone=Diff-POI2025.05 | 14.96 | 20.22 | 21.07 | 22.54 | 24.58 | |
| BLVBackbone=Diff-POI2025.05 | 14.31 | 19.12 | 19.96 | 21.27 | 23.3 | |
| Diff-POIBackbone=Diff-POI2025.05 | 13.39 | 19.32 | 20.04 | 21.8 | 23.54 | |
| FocalBackbone=Diff-POI2025.05 | 12.74 | 17.85 | 18.61 | 20.1 | 21.98 | |
| MELTStrategy=Base2025.05 | 12.41 | 20.16 | 21.28 | 23.53 | 26.31 | |
| CBBackbone=Diff-POI2025.05 | 9.6 | 14.87 | 15.57 | 17.23 | 18.93 | |
| IBBackbone=Diff-POI2025.05 | 9.14 | 10.82 | 11.06 | 11.51 | 12.1 | |
| LABackbone=Diff-POI2025.05 | 8.68 | 14.53 | 15.47 | 17.11 | 19.32 |