Human mobility prediction on Sapporo
29.43Acc@1RHYTHM
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| RHYTHMBackbone=Gemma-2B2025.09 | 29.43 | 48.96 | 55.45 | |
| RHYTHMBackbone=Llama-3.2-3B2025.09 | 29.38 | 48.75 | 55.23 | |
| RHYTHMBackbone=Llama-3.2-1B2025.09 | 29.31 | 48.76 | 55.02 | |
| CMHSA2025.09 | 28.9 | 49.01 | 55.25 | |
| PMT2025.09 | 28.78 | 48.96 | 55.22 | |
| ST-MoE-BERT2025.09 | 28.69 | 48.56 | 54.8 | |
| COLA2025.09 | 28.47 | 48.65 | 54.97 | |
| Mobility-LLM2025.09 | 28.38 | 47.03 | 52.88 | |
| DeepMove2025.09 | 28.25 | 46.72 | 52.64 | |
| Time-LLMBackbone=Llama-3.2-1B2025.09 | 27.92 | 47.46 | 53.52 | |
| PatchTST2025.09 | 27.03 | 45.82 | 51.68 | |
| iTransformer2025.09 | 26.96 | 45 | 50.7 | |
| LSTM2025.09 | 23.1 | 39.4 | 45.26 |