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VRP optimization-modeling on VRP Optimization-Modeling Benchmark 4
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96.4
Pass@1
Gemini-3.1-Pro Preview
-2.608
23.096
48.8
74.504
Jun 3, 2026
Pass@1
Updated 1mo ago
Evaluation Results
Method
Method
Links
Pass@1
Gemini-3.1-Pro Preview
Model type=Closed-sour...
2026.06
96.4
VRPCoder-GRPO
Model scale=8B, Stage=...
2026.06
88
VRPCoder-SFT
Model scale=8B, Stage=SFT
2026.06
85.2
Claude-Sonnet-4.5
Model type=Closed-sour...
2026.06
58.8
DeepSeek-V3.2
Model type=Open-source...
2026.06
45.6
MiniMax-M2.5
Model type=Open-source...
2026.06
32.8
SIRL-Gurobi-32B
Model type=OR-LLM
2026.06
30
Qwen2.5-72B-Instruct
Model type=Open-source...
2026.06
27.2
SIRL-Gurobi-8B
Model type=OR-LLM
2026.06
13.2
OptMATH-Qwen2.5-7B
Model type=OR-LLM
2026.06
8.4
ORLM-LLaMA-3-8B
Model type=OR-LLM
2026.06
7.6
Qwen3-8B
Model type=Open-source...
2026.06
1.2
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