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Object Retrieval & Goal Navigation on Real Data unmapped UO
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R-RSR Success Rate
osmAG-LLM
0.168
0.384
0.6
0.816
Jul 17, 2025
R-RSR Success Rate
O-RSR@5 Success Rate (1m)
O-RSR@5 Success Rate (2m)
O-RSR@5 Success Rate (3m)
O-RSR@1 Success Rate (1m)
O-RSR@1 Success Rate (2m)
O-RSR@1 Success Rate (3m)
Average Minimum Distance (AMD) [m]
Direction Success Rate (DIR)
Average Path Length (APL) [m]
Updated 1mo ago
Evaluation Results
Method
Method
Links
R-RSR Success Rate
O-RSR@5 Success Rate (1m)
O-RSR@5 Success Rate (2m)
O-RSR@5 Success Rate (3m)
O-RSR@1 Success Rate (1m)
O-RSR@1 Success Rate (2m)
O-RSR@1 Success Rate (3m)
Average Minimum Distance (AMD) [m]
Direction Success Rate (DIR)
Average Path Length (APL) [m]
osmAG-LLM
2025.07
1
0
0.3
0.8
0
0.1
0.6
2.25
0.8
30.68
ConceptGraph
2025.07
0.4
0.1
0.2
0.3
0
0.1
0.2
8.35
-
-
HOV-SG
2025.07
0.2
0
0.3
0.5
0
0
0.2
7.42
0.3
52.03
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