Next POI Prediction on Foursquare NYC (Familiar Movement)
0.2248Top-1 AccuracyMajority Vote
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Majority Vote2025.12 | 0.2248 | 0.4755 | 0.5698 | 0.3328 | |
| MoE-TransMov2025.12 | 0.2111 | 0.3556 | 0.4056 | 0.275 | |
| DeepMove2025.12 | 0.1803 | 0.3127 | 0.369 | 0.2397 | |
| LSTM2025.12 | 0.1639 | 0.3056 | 0.3722 | 0.2289 | |
| Informer2025.12 | 0.1639 | 0.3167 | 0.3528 | 0.2228 | |
| STAN2025.12 | 0.1472 | 0.2944 | 0.3694 | 0.2117 | |
| Transformer2025.12 | 0.1389 | 0.2722 | 0.3194 | 0.1927 | |
| MLP2025.12 | 0.1278 | 0.2278 | 0.2667 | 0.1687 |