Next-location prediction on NYC (test)
27.34Acc@1STHGCN
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| STHGCN2024.10 | 27.34 | 53.61 | 62.44 | 39.15 | |
| Llama-Mobbase_model=Llama3-8B2024.10 | 25.19 | 49.9 | 53.62 | 35.07 | |
| GETNext2024.10 | 24.35 | 50.89 | 61.43 | 36.21 | |
| STAN2024.10 | 22.31 | 45.82 | 57.34 | 32.53 | |
| LSTPM2024.10 | 20.34 | 48.97 | 60.86 | 33.18 | |
| MHSA2024.10 | 19.99 | 49.68 | 63.17 | 33.29 | |
| PLSPL2024.10 | 19.17 | 36.78 | 45.23 | 28.06 | |
| STGCN2024.10 | 17.99 | 34.25 | 42.79 | 27.88 | |
| STGN2024.10 | 17.16 | 33.81 | 41.22 | 25.98 | |
| DeepMove2024.10 | 15.2 | 33.49 | 40.3 | 23.34 | |
| ST-RNN2024.10 | 14.83 | 29.23 | 36.22 | 21.98 | |
| LSTM2024.10 | 13.05 | 27.19 | 32.83 | 18.57 | |
| PRME2024.10 | 11.59 | 22.36 | 31.05 | 17.12 | |
| FPMC2024.10 | 10.03 | 21.26 | 29.7 | 17.01 |