Next POI Prediction on Foursquare NYC Total Movement
19.3Top-1 AccMoE-TransMov
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| MoE-TransMov2025.12 | 19.3 | 35.58 | 39.53 | 0.2639 | |
| DeepMove2025.12 | 17.56 | 30.44 | 34.43 | 0.2316 | |
| STAN2025.12 | 15.81 | 28.84 | 32.79 | 0.23 | |
| LSTM2025.12 | 15.35 | 32.33 | 38.37 | 0.229 | |
| Informer2025.12 | 13.02 | 33.16 | 36.28 | 0.2078 | |
| Transformer2025.12 | 12.09 | 25.35 | 31.86 | 0.1366 | |
| Majority Vote2025.12 | 11.61 | 28.39 | 39.25 | 0.1906 | |
| MLP2025.12 | 10.23 | 20.93 | 25.35 | 0.149 |