Human mobility prediction on Hiroshima
29.53Acc@1RHYTHM
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| RHYTHMBackbone=Gemma-2B2025.09 | 29.53 | 50.74 | 57.98 | |
| RHYTHMBackbone=Llama-3.2-3B2025.09 | 29.29 | 50.32 | 57.56 | |
| RHYTHMBackbone=Llama-3.2-1B2025.09 | 29.13 | 50.27 | 57.53 | |
| CMHSA2025.09 | 28.74 | 50.01 | 56.84 | |
| COLA2025.09 | 28.74 | 50.13 | 57.08 | |
| PMT2025.09 | 28.5 | 49.82 | 56.68 | |
| ST-MoE-BERT2025.09 | 28.39 | 49.25 | 56.01 | |
| Mobility-LLM2025.09 | 28.26 | 48.56 | 55.25 | |
| DeepMove2025.09 | 28.04 | 48.1 | 54.77 | |
| iTransformer2025.09 | 28.04 | 48.57 | 55.23 | |
| PatchTST2025.09 | 27.52 | 48.39 | 55.22 | |
| Time-LLMBackbone=Llama-3.2-1B2025.09 | 26.98 | 47.53 | 54.26 | |
| LSTM2025.09 | 21.29 | 37.75 | 44.15 |