Ride-hailing Dispatching on City B Noon
2.82GMVProfiLLM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| ProfiLLMGroup=Ours2026.06 | 2.82 | 4.35 | |
| ProfiLLM-DPOGroup=Ours2026.06 | 2.64 | 0.08 | |
| GRCGroup=Trad.2026.06 | 2.47 | 0.15 | |
| GPT-OSS-120BGroup=LLM2026.06 | 1.62 | 4.08 | |
| Qwen3-Next-80BGroup=LLM2026.06 | 1.45 | 3.25 | |
| Gemini-3-ProGroup=LLM2026.06 | 1.38 | 2.94 | |
| TValGroup=Trad.2026.06 | 1.24 | 0.76 | |
| Gemini-3-FlashGroup=LLM2026.06 | 1.24 | 3.65 | |
| DeepSeek-R1Group=LLM2026.06 | 1.02 | 3.08 | |
| Llama-3.3-70BGroup=LLM2026.06 | 0.78 | 2.54 | |
| Kimi-K2Group=LLM2026.06 | 0.68 | 2.87 |