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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
4mo ago
TSPLIB 4 Robots
SINE
Max Path Length
149
31
4mo ago
Antarctica scenario 50 nodes
SINE
Total Path Length
14,700
20
4mo ago
Empty 2 robots, Max Vel. = 0.703
MMD-CBS
Success Rate (SU)
100
14
3mo ago
Antarctica scenario 50 nodes Overall
IEACO
Friedman Score
5.95
12
4mo ago
Antarctica scenario 50 nodes, 8 Robots
IEACO
Friedman Score
5.9
12
4mo ago
Antarctica scenario 50 nodes, 4 Robots
SINE
Friedman Score
1.15
12
4mo ago
Antarctica scenario 50 nodes, 2 Robots
IEACO
Friedman Score
6
12
4mo ago
Original Benchmark Shelf map
ORCA
Running Time
0.1
11
1mo ago
Original Benchmark Room map
ORCA
Running Time
0.09
11
1mo ago
Original Benchmark Basic map
ORCA
Running Time
0.11
9
1mo ago
Original Benchmark Dense map
ORCA
Running Time
0.34
8
1mo ago
Highways 4 Robots, Max Vel. = 0.647
MMD-CBS
Success Rate (%)
100
7
3mo ago
Highways 4 Robots, Max Vel. = 0.781
MMD-CBS
Success Rate (SU)
100
7
3mo ago
Highways 4 Robots, Max Vel. = 0.878
MMD-CBS
Success Rate
100
7
3mo ago
Empty 2 robots, Max Vel. = 0.675
MMD-CBS
Success Rate (SU)
100
7
3mo ago
Empty 2 robots, Max Vel. = 0.692
MMD-CBS
Success Rate
100
7
3mo ago
Commercial farm topological map 10 robots
Fragment Planner
Throughput vs Naive Planner (%)
95.92
6
4mo ago
Commercial farm topological map 9 robots
Fragment Planner
Throughput (% of Naive Planner)
88.26
6
4mo ago
Commercial farm topological map 8 robots
Fragment Planner
Throughput (%)
92.39
6
4mo ago
Commercial farm topological map 7 robots
Fragment Planner
Throughput vs Naive Planner
91.09
6
4mo ago
Commercial farm topological map 6 robots
Fragment Planner
Throughput (%)
87.05
6
4mo ago
Commercial farm topological map 5 robots
Fragment Planner
Throughput vs Naive Planner
95.7
6
4mo ago
TSPLIB C1577
SINE
Max Path Length
5,780
6
4mo ago
TSPLIB C1432
SINE
Maximum Path Length
30,900
6
4mo ago
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