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ResearchFormerly WizWand

Urban Path Generation on Melb 88 POIs

96TraversabilityCOMPASSLLM
13.8435.1756.577.83Oct 8, 2025
Updated 6mo ago

Evaluation results

MethodLinks
COMPASSLLMType=LLM based, Underlying Model=GPT 4o2025.1096
NMLRType=DL2025.1095
COMPASSLLMType=LLM based, Underlying Model=GPT o3 mini2025.1095
APEType=LLM based, Underlying Model=GPT 4o2025.1094
ReflexionType=LLM based, Underlying Model=GPT o3 mini2025.1091
LLM A*Type=LLM based, Underlying Model=GPT 4o2025.1090
LLM A*Type=LLM based, Underlying Model=GPT o3 mini2025.1090
ReflexionType=LLM based, Underlying Model=GPT 4o2025.1088
APEType=LLM based, Underlying Model=GPT o3 mini2025.1088
ReActType=LLM based, Underlying Model=GPT 4o2025.1086
ReActType=LLM based, Underlying Model=GPT o3 mini2025.1081
ReflexionType=LLM based, Underlying Model=Llama 3.1 8b2025.1078
PathGPTType=LLM based, Underlying Model=GPT o3 mini2025.1071
ReActType=LLM based, Underlying Model=Llama 3.1 8b2025.1063
COMPASSLLMType=LLM based, Underlying Model=Llama 3.1 8b2025.1061
CoTType=LLM based, Underlying Model=GPT o3 mini2025.1056
DirectType=LLM based, Underlying Model=GPT o3 mini2025.1053
SCType=LLM based, Underlying Model=GPT o3 mini2025.1053
LLM A*Type=LLM based, Underlying Model=Llama 3.1 8b2025.1049
PathGPTType=LLM based, Underlying Model=GPT 4o2025.1043
APEType=LLM based, Underlying Model=Llama 3.1 8b2025.1042
DirectType=LLM based, Underlying Model=GPT 4o2025.1033
SCType=LLM based, Underlying Model=GPT 4o2025.1022
SCType=LLM based, Underlying Model=Llama 3.1 8b2025.1021
CoTType=LLM based, Underlying Model=GPT 4o2025.1020
CoTType=LLM based, Underlying Model=Llama 3.1 8b2025.1019
DirectType=LLM based, Underlying Model=Llama 3.1 8b2025.1017
PathGPTType=LLM based, Underlying Model=Llama 3.1 8b2025.1017