Share your thoughts, 1 month free Claude Pro on us
See more
Home
/
Benchmarks
Robotic Task Planning in Dynamic Environments on OmniGibson
Loading...
74
Success Rate
LookPlanGraph
7.44
24.72
42
59.28
Dec 24, 2025
Success Rate
Average Path Planning
Updated 1mo 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
Feedback
Search any
task
Search any
task