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Benchmarks
Safe Navigation on Kinematic Bicycle model with DPCBF dynamic environments (100 trials)
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0
Failure Rate
Fixed Low
-3.36
19.32
42
64.68
Apr 3, 2025
Failure Rate
Success Rate (Reach)
Time to Completion (s)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Failure Rate
Success Rate (Reach)
Time to Completion (s)
Fixed Low
Parameters=Fixed Low
2025.04
0
85
19.9
OA-CBF w/ GAT
Architecture=Graph-Att...
2025.04
1
99
9.753
OA-CBF w/ FC
Architecture=Fully Con...
2025.04
2
98
8.556
OD-CBF w/ QP
Solver=QP
2025.04
21
79
5.164
BarrierNet
2025.04
75
25
3.954
Fixed High
Parameters=Fixed High
2025.04
84
16
4.228
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