Ride-hailing Dispatching on City C Morning
5.38GMVProfiLLM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| ProfiLLMGroup=Ours2026.06 | 5.38 | 5.92 | |
| ProfiLLM-DPOGroup=Ours2026.06 | 5.24 | 5.48 | |
| Gemini-3-ProGroup=LLM2026.06 | 4.28 | 5.04 | |
| TValGroup=Trad.2026.06 | 4.24 | 2.82 | |
| GRCGroup=Trad.2026.06 | 2.86 | 0.54 | |
| Kimi-K2Group=LLM2026.06 | 2.36 | 2.04 | |
| Qwen3-Next-80BGroup=LLM2026.06 | 1.82 | 1.76 | |
| DeepSeek-R1Group=LLM2026.06 | 1.64 | 2.48 | |
| Llama-3.3-70BGroup=LLM2026.06 | 1.12 | 1.78 | |
| GPT-OSS-120BGroup=LLM2026.06 | 0.98 | 1.86 | |
| Gemini-3-FlashGroup=LLM2026.06 | 0.58 | 1.24 |