Human mobility prediction on City C (test)
0.314GEO-BLEUMoBERTs3/F/M/E
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MoBERTs3/F/M/ETraining Data=City A only, Zero-shot=true2025.09 | 0.314 | 18.33 | — | |
| ST-MoE-BERTPre-training=City A2024.10 | 0.297 | 19.7 | 28.9 | |
| Llama-3-8B-MobTraining Data=City A+B2025.09 | 0.296 | 20.57 | — | |
| ST-MoE-BERTPre-training=None2024.10 | 0.294 | 20.7 | 27.9 | |
| LP-BERTTraining Data=all cities2025.09 | 0.268 | 23.81 | — | |
| BERTType=naive2024.10 | 0.253 | 65.6 | 18.2 | |
| HFDescription=Historical Frequency2024.10 | 0.251 | 42.4 | 20.8 |