Ride-hailing Dispatching on City B Morning
4.56GMVProfiLLM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ProfiLLMGroup=Ours2026.06 | 4.56 | 5.24 | |
| ProfiLLM-DPOGroup=Ours2026.06 | 4.42 | 4.68 | |
| GRCGroup=Trad.2026.06 | 3.54 | 0.38 | |
| Gemini-3-ProGroup=LLM2026.06 | 3.42 | 4.15 | |
| TValGroup=Trad.2026.06 | 3.12 | 1.98 | |
| Kimi-K2Group=LLM2026.06 | 1.72 | 1.45 | |
| Qwen3-Next-80BGroup=LLM2026.06 | 1.24 | 1.18 | |
| DeepSeek-R1Group=LLM2026.06 | 1.08 | 1.82 | |
| Llama-3.3-70BGroup=LLM2026.06 | 0.56 | 1.12 | |
| GPT-OSS-120BGroup=LLM2026.06 | 0.48 | 1.32 | |
| Gemini-3-FlashGroup=LLM2026.06 | 0.12 | 0.78 |