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Benchmarks
Motion Planning on 6-DoF xArm robot in PyBullet Simulation
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1,331,893.2
Collision Checks Count
MPPI
-52,986.088
306,549.881
666,085.85
1,025,621.819
Mar 6, 2025
Collision Checks Count
Path Length
Planning Time (s)
Postprocessing Time (s)
Updated 14d ago
Evaluation Results
Method
Method
Links
Collision Checks Count
Path Length
Planning Time (s)
Postprocessing Time (s)
MPPI
Robot=6-DoF xArm, Simu...
2025.03
1,331,893.2
6.83
4.97
-
SDF-RRT-Connect
Robot=6-DoF xArm, Simu...
2025.03
3,437.4
3.11
0.04
0.55
CDF-RRT
Robot=6-DoF xArm, Simu...
2025.03
3,415.4
3.11
0.32
0.47
SDF-RRT
Robot=6-DoF xArm, Simu...
2025.03
3,251.8
3.07
0.33
0.5
SDF-Lazy-RRT
Robot=6-DoF xArm, Simu...
2025.03
2,741.1
3.15
0.04
0.48
Bubble-CDF
Robot=6-DoF xArm, Simu...
2025.03
278.5
3.04
0.11
0.08
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