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Benchmarks
Robotic Motion Planning on Shelf Task II (held-out)
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82.6
Success Rate
Bi-RRT
8.136
27.468
46.8
66.132
Dec 3, 2025
Dec 18, 2025
Jan 2, 2026
Jan 17, 2026
Feb 1, 2026
Feb 16, 2026
Mar 3, 2026
Success Rate
Planning Time (s)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Success Rate
Planning Time (s)
Bi-RRT
2026.03
82.6
3.91
BIT*
2026.03
75
5.95
GAIDE
2026.03
44
5.56
RRT*
2026.03
40.6
5.78
IRRT*
2026.03
37
5.94
SIMPNet
2025.12
35
-
SIMPNet
2026.03
35
2.96
MπNetsFusion
2025.12
34.6
-
MPNets
2025.12
34
-
MPNets
2026.03
34
2.57
AIT*
2025.12
27
-
NeuralMP
2025.12
11
-
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