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SOTA Multi-robot path planning benchmarks and papers with code | Wizwand
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Multi-robot path planning
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
TSPLIB
DL-ACO
Maximum Path Length
252
120
3mo ago
TSPLIB 4 Robots
SINE
Max Path Length
149
31
3mo ago
Antarctica scenario 50 nodes
SINE
Total Path Length
14,700
20
3mo ago
Empty 2 robots, Max Vel. = 0.703
MMD-CBS
Success Rate (SU)
100
14
1mo ago
Antarctica scenario 50 nodes Overall
IEACO
Friedman Score
5.95
12
3mo ago
Antarctica scenario 50 nodes, 8 Robots
IEACO
Friedman Score
5.9
12
3mo ago
Antarctica scenario 50 nodes, 4 Robots
SINE
Friedman Score
1.15
12
3mo ago
Antarctica scenario 50 nodes, 2 Robots
IEACO
Friedman Score
6
12
3mo ago
Original Benchmark Shelf map
ORCA
Running Time
0.1
11
6d ago
Original Benchmark Room map
ORCA
Running Time
0.09
11
6d ago
Original Benchmark Basic map
ORCA
Running Time
0.11
9
6d ago
Original Benchmark Dense map
ORCA
Running Time
0.34
8
6d ago
Highways 4 Robots, Max Vel. = 0.647
MMD-CBS
Success Rate (%)
100
7
1mo ago
Highways 4 Robots, Max Vel. = 0.781
MMD-CBS
Success Rate (SU)
100
7
1mo ago
Highways 4 Robots, Max Vel. = 0.878
MMD-CBS
Success Rate
100
7
1mo ago
Empty 2 robots, Max Vel. = 0.675
MMD-CBS
Success Rate (SU)
100
7
1mo ago
Empty 2 robots, Max Vel. = 0.692
MMD-CBS
Success Rate
100
7
1mo ago
Commercial farm topological map 10 robots
Fragment Planner
Throughput vs Naive Planner (%)
95.92
6
2mo ago
Commercial farm topological map 9 robots
Fragment Planner
Throughput (% of Naive Planner)
88.26
6
2mo ago
Commercial farm topological map 8 robots
Fragment Planner
Throughput (%)
92.39
6
2mo ago
Commercial farm topological map 7 robots
Fragment Planner
Throughput vs Naive Planner
91.09
6
2mo ago
Commercial farm topological map 6 robots
Fragment Planner
Throughput (%)
87.05
6
2mo ago
Commercial farm topological map 5 robots
Fragment Planner
Throughput vs Naive Planner
95.7
6
2mo ago
TSPLIB C1577
SINE
Max Path Length
5,780
6
3mo ago
TSPLIB C1432
SINE
Maximum Path Length
30,900
6
3mo ago
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