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Benchmarks
Robotic Task Planning in Dynamic Environments on OmniGibson
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74
Success Rate
LookPlanGraph
7.44
24.72
42
59.28
Dec 24, 2025
Success Rate
Average Path Planning
Updated 4d ago
Evaluation Results
Method
Method
Links
Success Rate
Average Path Planning
LookPlanGraph
Backbone=Llama3.2, Gro...
2025.12
74
86
LookPlanGraph
Backbone=GPT-4o, Groun...
2025.12
71
84
ReAct
Backbone=GPT-4o, Groun...
2025.12
66
78
ReAct
Backbone=Llama3.2, Gro...
2025.12
63
75
LookPlanGraph
Backbone=GPT-4o, Groun...
2025.12
42
69
ReAct
Backbone=GPT-4o, Groun...
2025.12
41
64
SayPlan Lite
Backbone=GPT-4o, Groun...
2025.12
40
67
LLM+P
Backbone=GPT-4o, Groun...
2025.12
37
62
LookPlanGraph
Backbone=Llama3.2, Gro...
2025.12
35
60
LLM-as-P
Backbone=GPT-4o, Groun...
2025.12
33
59
ReAct
Backbone=Llama3.2, Gro...
2025.12
33
52
SayPlan Lite
Backbone=Llama3.2, Gro...
2025.12
27
55
LLM+P
Backbone=Llama3.2, Gro...
2025.12
21
40
LLM-as-P
Backbone=Llama3.2, Gro...
2025.12
16
36
SayPlan
Backbone=GPT-4o, Groun...
2025.12
12
31
SayPlan
Backbone=Llama3.2, Gro...
2025.12
10
26
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