Next-location prediction on CA (test)
17.3Top-1 AccuracySTHGCN
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| STHGCN2024.10 | 17.3 | 35.29 | 41.91 | 25.58 | |
| Llama-Mobbase_model=Llama3-8B2024.10 | 14.46 | 27.3 | 31.98 | 19.88 | |
| MHSA2024.10 | 13.91 | 32.18 | 40.34 | 22.81 | |
| GETNext2024.10 | 13.57 | 28.52 | 35.9 | 21.03 | |
| LSTPM2024.10 | 13.36 | 31.1 | 38.73 | 21.72 | |
| STAN2024.10 | 11.04 | 23.48 | 30.18 | 18.69 | |
| PLSPL2024.10 | 10.72 | 22.78 | 29.95 | 18.47 | |
| STGCN2024.10 | 9.61 | 20.97 | 26.13 | 17.12 | |
| DeepMove2024.10 | 9.28 | 18.44 | 22.88 | 13.84 | |
| STGN2024.10 | 8.1 | 18.42 | 25.79 | 16.75 | |
| ST-RNN2024.10 | 7.99 | 14.23 | 19.4 | 14.29 | |
| LSTM2024.10 | 6.65 | 13.06 | 17.84 | 12.01 | |
| PRME2024.10 | 5.21 | 10.34 | 14.25 | 10.02 | |
| FPMC2024.10 | 3.83 | 7.02 | 11.59 | 9.11 |