Human mobility prediction on Tokyo (test)
20.5Acc@1GETNext
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GETNexttraining_mode=supervised2026.04 | 20.5 | 45 | 31.7 | |
| STHGCNtraining_mode=supervised2026.04 | 19.8 | 43 | 30 | |
| DeepMovetraining_mode=supervised2026.04 | 17.5 | 32 | 25.1 | |
| LLM-ZSbase_llm=GPT-4o-mini, training_mode=zero-shot2026.04 | 17.5 | 45 | 31.8 | |
| LLM-Movebase_llm=GPT-4o-mini, training_mode=zero-shot2026.04 | 17.5 | 39.5 | 31 | |
| ARMovebase_llm=GPT-4o-mini, training_mode=zero-shot2026.04 | 17 | 45.5 | 32 | |
| AgentMovebase_llm=GPT-4o-mini, training_mode=zero-shot2026.04 | 16 | 47.5 | 32.3 | |
| LSTPMtraining_mode=supervised2026.04 | 14.5 | 28 | 21.8 | |
| RNNtraining_mode=supervised2026.04 | 10.5 | 24 | 17.6 | |
| FPMCtraining_mode=supervised2026.04 | 6 | 16.5 | 12.1 | |
| LLM-Mobbase_llm=GPT-4o-mini, training_mode=zero-shot2026.04 | 5 | 21.5 | 13.3 |