Mobility Prediction on Sapporo
3,745DTWRHYTHM
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| RHYTHMBackbone=Llama-1B2025.09 | 3,745 | 24.96 | 40.45 | |
| CMHSA2025.09 | 3,786 | 22.99 | 40.34 | |
| COLA2025.09 | 3,793 | 24.96 | 39.96 | |
| ST-MoE-BERT2025.09 | 3,796 | 21.02 | 40.01 | |
| PMT2025.09 | 3,799 | 20.17 | 40.26 | |
| DeepMove2025.09 | 3,818 | 19.59 | 38.87 | |
| Mobility-LLM2025.09 | 3,911 | 19.17 | 39.02 | |
| Time-LLM2025.09 | 3,915 | 21.45 | 39.02 | |
| RHYTHMBackbone=Gemma-2B2025.09 | 3,995 | 20.19 | 40.65 | |
| RHYTHMBackbone=Llama-3B2025.09 | 4,035 | 19.17 | 40.48 | |
| iTransformer2025.09 | 4,074 | 17.8 | 37.3 | |
| PatchTST2025.09 | 4,099 | 17.84 | 37.73 | |
| LSTM2025.09 | 4,507 | 17.16 | 32.7 |