Human mobility prediction on Kumamoto
29.41Acc@1RHYTHM
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| RHYTHMBackbone=Llama-3.2-3B2025.09 | 29.41 | 52.05 | 59.47 | |
| RHYTHMBackbone=Llama-3.2-1B2025.09 | 29.29 | 52 | 58.35 | |
| RHYTHMBackbone=Gemma-2B2025.09 | 29.23 | 51.91 | 59.32 | |
| COLA2025.09 | 28.64 | 51.86 | 58.96 | |
| CMHSA2025.09 | 28.62 | 51.82 | 58.87 | |
| ST-MoE-BERT2025.09 | 28.62 | 51.55 | 58.71 | |
| DeepMove2025.09 | 27.79 | 49.86 | 56.83 | |
| PatchTST2025.09 | 27.51 | 50.18 | 57.16 | |
| Time-LLMBackbone=Llama-3.2-1B2025.09 | 27.12 | 48.48 | 55.35 | |
| PMT2025.09 | 26.97 | 44.75 | 51.87 | |
| Mobility-LLM2025.09 | 26.66 | 47.93 | 54.48 | |
| LSTM2025.09 | 26.52 | 47.99 | 54.72 | |
| iTransformer2025.09 | 26.09 | 47.24 | 54.12 |