Ride-hailing Dispatching on City B Evening
2.84GMVProfiLLM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| ProfiLLMGroup=Ours2026.06 | 2.84 | 6.28 | |
| ProfiLLM-DPOGroup=Ours2026.06 | 2.48 | 9.12 | |
| Qwen3-Next-80BGroup=LLM2026.06 | 2.42 | 5.67 | |
| DeepSeek-R1Group=LLM2026.06 | 2.24 | 6.83 | |
| Kimi-K2Group=LLM2026.06 | 2.08 | 7.34 | |
| Llama-3.3-70BGroup=LLM2026.06 | 1.87 | 6.38 | |
| GRCGroup=Trad.2026.06 | 1.82 | 3.25 | |
| TValGroup=Trad.2026.06 | 1.72 | 1.05 | |
| Gemini-3-ProGroup=LLM2026.06 | 1.28 | 5.18 | |
| Gemini-3-FlashGroup=LLM2026.06 | 0.48 | 4.89 | |
| GPT-OSS-120BGroup=LLM2026.06 | 0.18 | 6.24 |