Ride-hailing Dispatching on City A Noon
3.2GMVProfiLLM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ProfiLLMGroup=Ours2026.06 | 3.2 | 4.98 | |
| GRCGroup=Trad.2026.06 | 3.01 | 0.22 | |
| ProfiLLM-DPOGroup=Ours2026.06 | 3.01 | 0.22 | |
| GPT-OSS-120BGroup=LLM2026.06 | 1.95 | 4.62 | |
| Qwen3-Next-80BGroup=LLM2026.06 | 1.8 | 3.89 | |
| Gemini-3-ProGroup=LLM2026.06 | 1.74 | 3.5 | |
| TValGroup=Trad.2026.06 | 1.7 | 1.08 | |
| Gemini-3-FlashGroup=LLM2026.06 | 1.57 | 4.2 | |
| DeepSeek-R1Group=LLM2026.06 | 1.35 | 3.62 | |
| Llama-3.3-70BGroup=LLM2026.06 | 1.02 | 3 | |
| Kimi-K2Group=LLM2026.06 | 0.93 | 3.34 |