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Benchmarks
Robotic Motion Planning on Shelf Task I (held-out)
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98
Success Rate (%)
Bi-RRT
10.64
33.32
56
78.68
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
98
2.71
BIT*
2026.03
91
4.35
IRRT*
2026.03
55
4.74
GAIDE
2026.03
55
2.99
RRT*
2026.03
51
4.29
SIMPNet
2025.12
44
-
SIMPNet
2026.03
44
3.28
AIT*
2025.12
42
-
MPNets
2025.12
40
-
MPNets
2026.03
39
2.29
MπNetsFusion
2025.12
35.7
-
NeuralMP
2025.12
14
-
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