Driver Acceptance Prediction on City A
1.8AUC ImprovementProfiLLM
Evaluation results
| Method | Links | |
|---|---|---|
| ProfiLLM2026.06 | 1.8 | |
| ProfiLLM-DPO2026.06 | 1.72 | |
| ProfiLLM2026.06 | 1.56 | |
| ProfiLLM-DPO2026.06 | 1.51 | |
| Gemini-3-Pro2026.06 | 0.56 | |
| Gemini-3-Flash2026.06 | 0.42 | |
| DeepSeek-R12026.06 | 0.25 | |
| GPT-OSS-120B2026.06 | 0.17 | |
| Gemini-3-Flash2026.06 | 0.1 | |
| DeepSeek-R12026.06 | 0.06 | |
| Qwen3-Next-80B2026.06 | 0.02 | |
| GPT-OSS-120B2026.06 | -0.02 | |
| Kimi-K22026.06 | -0.07 | |
| Gemini-3-Pro2026.06 | -0.08 | |
| Kimi-K22026.06 | -0.17 | |
| Qwen3-Next-80B2026.06 | -0.22 | |
| Llama-3.3-70B2026.06 | -1.1 | |
| Llama-3.3-70B2026.06 | -1.14 |