Ride-hailing Dispatching on City A Morning
5.02GMVProfiLLM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| ProfiLLMGroup=Ours2026.06 | 5.02 | 5.67 | |
| ProfiLLM-DPOGroup=Ours2026.06 | 4.97 | 5.14 | |
| GRCGroup=Trad.2026.06 | 4.18 | 0.62 | |
| Gemini-3-ProGroup=LLM2026.06 | 3.96 | 4.72 | |
| TValGroup=Trad.2026.06 | 3.86 | 2.44 | |
| Kimi-K2Group=LLM2026.06 | 2.04 | 1.78 | |
| Qwen3-Next-80BGroup=LLM2026.06 | 1.58 | 1.54 | |
| DeepSeek-R1Group=LLM2026.06 | 1.4 | 2.17 | |
| Llama-3.3-70BGroup=LLM2026.06 | 0.84 | 1.49 | |
| GPT-OSS-120BGroup=LLM2026.06 | 0.75 | 1.65 | |
| Gemini-3-FlashGroup=LLM2026.06 | 0.34 | 1.01 |