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ResearchFormerly WizWand

Combinatorial Optimization on CVRP (test)

87.2AccuracyGuided+RAG
56.10464.17772.2580.323Feb 14, 2026
Updated 8mo ago

Evaluation results

MethodLinks
Guided+RAGAgent Pair=GPT+Qwen2026.0287.2
Guided+RAGAgent Pair=GPT+Llama2026.0285.9
Guided+RAGAgent Pair=Avg.2026.0281.3
Guided+RAGAgent Pair=Claude+Llama2026.0277.7
GuidedAgent Pair=GPT+Llama2026.0276.9
Guided+RAGAgent Pair=Claude+Qwen2026.0274.5
Chain-of-ThoughtAgent Pair=Claude+Qwen2026.0273.4
GuidedAgent Pair=GPT+Qwen2026.0273.1
GuidedAgent Pair=Claude+Qwen2026.0272.6
GuidedAgent Pair=Avg.2026.0271.6
Chain-of-ThoughtAgent Pair=GPT+Qwen2026.0269
No-GuidanceAgent Pair=GPT+Qwen2026.0266.8
Chain-of-ThoughtAgent Pair=Claude+Llama2026.0266.6
Chain-of-ThoughtAgent Pair=Avg.2026.0266.6
No-GuidanceAgent Pair=Claude+Llama2026.0265.5
No-GuidanceAgent Pair=Avg.2026.0265
No-GuidanceAgent Pair=Claude+Qwen2026.0264.8
GuidedAgent Pair=Claude+Llama2026.0263.8
No-GuidanceAgent Pair=GPT+Llama2026.0262.8
Chain-of-ThoughtAgent Pair=GPT+Llama2026.0257.3