Human mobility prediction on Moscow (test)
18.3Accuracy@1ARMove
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ARMovebase_llm=GPT-4o-mini, training_mode=zero-shot2026.04 | 18.3 | 38.3 | 29.3 | |
| STHGCNtraining_mode=supervised2026.04 | 18 | 37.2 | 26.5 | |
| GETNexttraining_mode=supervised2026.04 | 17.5 | 38 | 26.9 | |
| DeepMovetraining_mode=supervised2026.04 | 16.5 | 33.5 | 25.8 | |
| LLM-Movebase_llm=GPT-4o-mini, training_mode=zero-shot2026.04 | 16 | 27.5 | 23.5 | |
| AgentMovebase_llm=GPT-4o-mini, training_mode=zero-shot2026.04 | 15.5 | 37 | 26.3 | |
| LSTPMtraining_mode=supervised2026.04 | 14 | 25.5 | 19.6 | |
| LLM-ZSbase_llm=GPT-4o-mini, training_mode=zero-shot2026.04 | 12.5 | 35 | 24 | |
| RNNtraining_mode=supervised2026.04 | 9 | 18.5 | 14 | |
| LLM-Mobbase_llm=GPT-4o-mini, training_mode=zero-shot2026.04 | 8.5 | 25 | 16.8 | |
| FPMCtraining_mode=supervised2026.04 | 2 | 6.5 | 4.3 |