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Benchmarks
Ride-hailing Dispatching on City B Noon
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2.82
GMV
ProfiLLM
0.5944
1.1722
1.75
2.3278
Jun 17, 2026
GMV
CR
Updated 1mo ago
Evaluation Results
Method
Method
Links
GMV
CR
ProfiLLM
Group=Ours
2026.06
2.82
4.35
ProfiLLM-DPO
Group=Ours
2026.06
2.64
0.08
GRC
Group=Trad.
2026.06
2.47
0.15
GPT-OSS-120B
Group=LLM
2026.06
1.62
4.08
Qwen3-Next-80B
Group=LLM
2026.06
1.45
3.25
Gemini-3-Pro
Group=LLM
2026.06
1.38
2.94
TVal
Group=Trad.
2026.06
1.24
0.76
Gemini-3-Flash
Group=LLM
2026.06
1.24
3.65
DeepSeek-R1
Group=LLM
2026.06
1.02
3.08
Llama-3.3-70B
Group=LLM
2026.06
0.78
2.54
Kimi-K2
Group=LLM
2026.06
0.68
2.87
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