Next POI Prediction on Foursquare NYC (Unfamiliar Movement)
11.64Top-1 AccuracyMoE-TransMov
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| MoE-TransMov2025.12 | 11.64 | 22.75 | 25.93 | 15.95 | |
| STAN2025.12 | 10.05 | 19.58 | 23.81 | 14.17 | |
| DeepMove2025.12 | 9.55 | 19.1 | 24.72 | 14.08 | |
| LSTM2025.12 | 9.52 | 21.69 | 24.87 | 15.1 | |
| Informer2025.12 | 7.94 | 15.34 | 20.11 | 11.06 | |
| Transformer2025.12 | 4.76 | 13.76 | 18.52 | 8.65 | |
| MLP2025.12 | 4.23 | 13.76 | 16.4 | 8.1 | |
| Majority Vote2025.12 | 0.56 | 8.93 | 21.24 | 4.61 |