Next Location Prediction on CA
40.72HR@5IntentPOI
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| IntentPOI2026.06 | 40.72 | 48.51 | 31.52 | 33.72 | 29.37 | |
| CoMaPOI2026.06 | 36.45 | 45.8 | 26.53 | 29.57 | 24.51 | |
| AgentMove2026.06 | 36.31 | 43.05 | 28.78 | 30.95 | 27.16 | |
| MobilityLLM2026.06 | 30.87 | 37.99 | 23.57 | 25.86 | 22.96 | |
| DeepMove2026.06 | 28.61 | 33.77 | 20.91 | 22.57 | 19.03 | |
| QT-Mob2026.06 | 26.41 | 30.95 | 21.78 | 23.28 | 20.87 | |
| FPMC2026.06 | 25.03 | 30.61 | 19.35 | 21.19 | 18.23 | |
| LLM4POI2026.06 | 24.42 | 27.65 | 19.05 | 20.11 | 17.7 | |
| GETNext2026.06 | 21.53 | 23.73 | 16.37 | 17.09 | 14.97 | |
| BERT4Rec2026.06 | 18.84 | 22.56 | 14.02 | 15.2 | 12.9 | |
| POI-GDE2026.06 | 18.78 | 22.83 | 14.11 | 15.42 | 13.1 | |
| SASRec2026.06 | 18.29 | 21.46 | 13.67 | 14.7 | 12.56 |