Next-location prediction on San Francisco
84.7Top-5 AccuracyReal
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| RealData Source=Real Trajectories, Predictor=DeepMove2025.01 | 84.7 | 69.8 | |
| DeepMoveData source=real2025.01 | 84.7 | 69.8 | |
| LSTPMData source=real2025.01 | 81.6 | 68 | |
| FlashbackData source=real2025.01 | 81.5 | 68.5 | |
| HOSERPredictor=DeepMove2025.01 | 79.7 | 67.3 | |
| DeepMoveData source=generated2025.01 | 79.7 | 67.3 | |
| LSTPMData source=generated2025.01 | 77.4 | 66.7 | |
| DijkstraPredictor=DeepMove2025.01 | 76.3 | 64.7 | |
| MarkovPredictor=DeepMove2025.01 | 76.1 | 61.2 | |
| STEGAPredictor=DeepMove2025.01 | 75.7 | 65.4 | |
| FlashbackData source=generated2025.01 | 74.6 | 62.5 | |
| TS-TrajGenPredictor=DeepMove2025.01 | 72.6 | 62.8 | |
| SeqGANPredictor=DeepMove2025.01 | 69.8 | 57.7 | |
| MoveSimPredictor=DeepMove2025.01 | 66.5 | 53.9 | |
| TrajGenPredictor=DeepMove2025.01 | 25.3 | 22.9 |