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Benchmarks
Trajectory Optimization on 100 dynamic obstacle scenarios
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366.62
Time
NPF-SMLP
350.0516
461.8883
573.725
685.5617
Oct 9, 2024
Time
Path Length
Trajectory Smoothness
AOL
Safety Distance
Updated 24d ago
Evaluation Results
Method
Method
Links
Time
Path Length
Trajectory Smoothness
AOL
Safety Distance
NPF-SMLP
Description=StaticMLP
2024.10
366.62
2.76
0.013
0.033
0.093
NPF-DMLP
Description=DynamicMLP
2024.10
493.5
2.15
0.017
0.058
0.109
MPPI
2024.10
563.82
4.13
0.036
0.026
0.036
NPF-GPT
2024.10
663.81
2.06
0.011
0.015
0.115
CIAO*
2024.10
780.83
3.62
0.028
0.019
0.112
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