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Driver Acceptance Prediction on City C

0.84AUC ImprovementProfiLLM
-0.12720.12390.3750.6261Jun 17, 2026

Evaluation results

MethodLinks
ProfiLLM2026.060.84
ProfiLLM-DPO2026.060.65
Kimi-K22026.060.5
DeepSeek-R12026.060.21
Gemini-3-Flash2026.060.03
ProfiLLM2026.060.0248
ProfiLLM-DPO2026.060.0237
Gemini-3-Pro2026.060.02
Kimi-K22026.060.0045
DeepSeek-R12026.060.0014
Gemini-3-Pro2026.060.0005
Gemini-3-Flash2026.060.0004
Llama-3.3-70B2026.060.0001
Qwen3-Next-80B2026.06-0.0006
GPT-OSS-120B2026.06-0.0006
Llama-3.3-70B2026.06-0.01
Qwen3-Next-80B2026.06-0.03
GPT-OSS-120B2026.06-0.09