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Benchmarks
Obstacle-avoidance navigation on Quad2D
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Failure Rate
OA-CBF w/ GAT
-1.16
6.67
14.5
22.33
Apr 3, 2025
Failure Rate
Success Rate
Time (s)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Failure Rate
Success Rate
Time (s)
OA-CBF w/ GAT
Encoder=Graph Attention
2025.04
0
100
16.753
Fixed Low
Parameter Setting=Low
2025.04
1
99
29.186
Fixed High
Parameter Setting=High
2025.04
4
85
11.645
OD-CBF w/ MPC
Solver=MPC
2025.04
4
96
28.59
OD-CBF w/ QP
Solver=QP
2025.04
9
0
-
OA-CBF w/ FC
Encoder=Fully Connected
2025.04
11
89
16.229
BarrierNet
2025.04
29
0
-
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