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Benchmarks
Multi-UAV Flocking and Navigation on Environment Cluttered pillars, 5m gap (train)
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97
Success Rate (SR)
LiDAR-based collective navigation system
24.2
43.1
62
80.9
Jan 20, 2026
Success Rate (SR)
Mean Path Length (MP)
Flight Radius (FR (m))
Mean Speed (MS (m/s))
Alignment (AL)
Mean Distance to Obstacle (MDO (m))
Updated 4d ago
Evaluation Results
Method
Method
Links
Success Rate (SR)
Mean Path Length (MP)
Flight Radius (FR (m))
Mean Speed (MS (m/s))
Alignment (AL)
Mean Distance to Obstacle (MDO (m))
LiDAR-based collective navigation system
2026.01
97
99.5
1.47
1.51
0.93
1.88
PACNav
2026.01
82
93
1.85
1.26
0.79
1.89
DAgger
2026.01
69
85.6
2.65
1.51
0.74
1.52
VPF
2026.01
27
62
2.54
1.48
0.89
1.81
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