Ride-hailing Dispatching on City C Evening
3.48GMVProfiLLM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ProfiLLMGroup=Ours2026.06 | 3.48 | 7.42 | |
| ProfiLLM-DPOGroup=Ours2026.06 | 3.14 | 10.32 | |
| Qwen3-Next-80BGroup=LLM2026.06 | 3.12 | 6.72 | |
| DeepSeek-R1Group=LLM2026.06 | 2.92 | 7.98 | |
| Kimi-K2Group=LLM2026.06 | 2.72 | 8.52 | |
| Llama-3.3-70BGroup=LLM2026.06 | 2.54 | 7.56 | |
| TValGroup=Trad.2026.06 | 2.38 | 1.72 | |
| Gemini-3-ProGroup=LLM2026.06 | 1.92 | 6.28 | |
| GRCGroup=Trad.2026.06 | 1.54 | 2.83 | |
| GPT-OSS-120BGroup=LLM2026.06 | 0.32 | 7.38 | |
| Gemini-3-FlashGroup=LLM2026.06 | 0.08 | 5.42 |