Driver Acceptance Prediction on City B
2.6AUC Improvement (%)ProfiLLM
Evaluation results
| Method | Links | |
|---|---|---|
| ProfiLLM2026.06 | 2.6 | |
| ProfiLLM-DPO2026.06 | 2.58 | |
| ProfiLLM2026.06 | 2.26 | |
| ProfiLLM-DPO2026.06 | 2.25 | |
| DeepSeek-R12026.06 | 0.48 | |
| Gemini-3-Flash2026.06 | 0.38 | |
| DeepSeek-R12026.06 | 0.31 | |
| GPT-OSS-120B2026.06 | 0.29 | |
| Gemini-3-Flash2026.06 | 0.24 | |
| GPT-OSS-120B2026.06 | 0.11 | |
| Gemini-3-Pro2026.06 | -0.31 | |
| Gemini-3-Pro2026.06 | -0.44 | |
| Llama-3.3-70B2026.06 | -0.45 | |
| Qwen3-Next-80B2026.06 | -0.52 | |
| Llama-3.3-70B2026.06 | -0.64 | |
| Kimi-K22026.06 | -1.91 | |
| Kimi-K22026.06 | -2.44 | |
| Qwen3-Next-80B2026.06 | -7.57 |