Destination Prediction on Porto
92.9Acc@5Real
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| RealData Source=Real Trajectories, Predictor=DeepMove2025.01 | 92.9 | — | — | 78 | |
| DeepMoveData source=real2025.01 | 92.9 | — | — | 78 | |
| LSTPMData source=real2025.01 | 91.4 | — | — | 77.8 | |
| FlashbackData source=real2025.01 | 89.5 | — | — | 76.1 | |
| HOSERPredictor=DeepMove2025.01 | 88.8 | — | — | 75.8 | |
| DeepMoveData source=generated2025.01 | 88.8 | — | — | 75.8 | |
| LSTPMData source=generated2025.01 | 86 | — | — | 74.1 | |
| TS-TrajGenPredictor=DeepMove2025.01 | 85.7 | — | — | 74.1 | |
| MarkovPredictor=DeepMove2025.01 | 84.6 | — | — | 75.1 | |
| DijkstraPredictor=DeepMove2025.01 | 84.1 | — | — | 75 | |
| MoveSimPredictor=DeepMove2025.01 | 84.1 | — | — | 67.9 | |
| FlashbackData source=generated2025.01 | 81.2 | — | — | 69.8 | |
| STEGAPredictor=DeepMove2025.01 | 81 | — | — | 66.8 | |
| SeqGANPredictor=DeepMove2025.01 | 79.5 | — | — | 65.2 | |
| CORE2025.10 | 37.5 | 17.34 | 46.94 | — | |
| Path-LLM2025.10 | 36.96 | 16.74 | 46.19 | — | |
| GREEN2025.10 | 36.93 | 16.5 | 46.3 | — | |
| START2025.10 | 36.49 | 16.27 | 45.98 | — | |
| JGRM2025.10 | 36.44 | 16.2 | 45.93 | — | |
| TrajMamba2025.10 | 36.44 | 16.28 | 46.01 | — | |
| TRACK2025.10 | 36.31 | 16.08 | 45.82 | — | |
| HRNR2025.10 | 36.24 | 16.59 | 45.4 | — | |
| TrajCogn2025.10 | 35.76 | 15.96 | 45.11 | — | |
| TrajGenPredictor=DeepMove2025.01 | 35.6 | — | — | 30.4 | |
| JCLRNT2025.10 | 35.08 | 15.58 | 44.5 | — | |
| DyToast2025.10 | 33.67 | 15.57 | 42.54 | — | |
| Toast2025.10 | 33.66 | 14.9 | 42.14 | — | |
| PIM2025.10 | 31.9 | 13.78 | 40.02 | — |