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ResearchFormerly WizWand

Urban Path Generation on Edin 28 POIs

95TraversabilityCOMPASSLLM
8.6831.0953.575.91Oct 8, 2025
Updated 6mo ago

Evaluation results

MethodLinks
COMPASSLLMType=LLM based, Underlying Model=GPT o3 mini2025.1095
NMLRType=DL2025.1089
PathGPTType=LLM based, Underlying Model=GPT o3 mini2025.1089
APEType=LLM based, Underlying Model=GPT 4o2025.1086
LLM A*Type=LLM based, Underlying Model=GPT 4o2025.1084
COMPASSLLMType=LLM based, Underlying Model=GPT 4o2025.1084
ReflexionType=LLM based, Underlying Model=GPT 4o2025.1083
PathGPTType=LLM based, Underlying Model=GPT 4o2025.1083
SCType=LLM based, Underlying Model=GPT o3 mini2025.1083
ReActType=LLM based, Underlying Model=GPT 4o2025.1082
APEType=LLM based, Underlying Model=GPT o3 mini2025.1080
LLM A*Type=LLM based, Underlying Model=Llama 3.1 8b2025.1078
COMPASSLLMType=LLM based, Underlying Model=Llama 3.1 8b2025.1072
ReflexionType=LLM based, Underlying Model=Llama 3.1 8b2025.1071
ReActType=LLM based, Underlying Model=GPT o3 mini2025.1069
PathGPTType=LLM based, Underlying Model=Llama 3.1 8b2025.1060
ReActType=LLM based, Underlying Model=Llama 3.1 8b2025.1056
CoTType=LLM based, Underlying Model=GPT o3 mini2025.1056
LLM A*Type=LLM based, Underlying Model=GPT o3 mini2025.1056
DirectType=LLM based, Underlying Model=GPT o3 mini2025.1054
ReflexionType=LLM based, Underlying Model=GPT o3 mini2025.1054
APEType=LLM based, Underlying Model=Llama 3.1 8b2025.1053
SCType=LLM based, Underlying Model=GPT 4o2025.1050
CoTType=LLM based, Underlying Model=GPT 4o2025.1048
DirectType=LLM based, Underlying Model=GPT 4o2025.1030
CoTType=LLM based, Underlying Model=Llama 3.1 8b2025.1021
SCType=LLM based, Underlying Model=Llama 3.1 8b2025.1019
DirectType=LLM based, Underlying Model=Llama 3.1 8b2025.1012