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Benchmarks
Quadrotor navigation on PILLARS small out-of-distribution
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94
Success Rate (SR)
AL-ILQR
70.08
76.29
82.5
88.71
Sep 2, 2025
Success Rate (SR)
Time to Completion (s)
Average Velocity (m/s)
Distance Covered (m)
Control Effort (N)
Updated 4mo ago
Evaluation Results
Method
Method
Links
Success Rate (SR)
Time to Completion (s)
Average Velocity (m/s)
Distance Covered (m)
Control Effort (N)
AL-ILQR
2025.09
94
60.29
2.85
54.39
3.27
MPPI
2025.09
93
37.1
5.47
42.99
4.02
Combined (ours)
2025.09
92
51.18
3.01
49.68
3.99
FLOWMPPI
2025.09
71
28.16
4.7
35.32
4.96
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