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Benchmarks
Object Retrieval & Goal Navigation on Real Data static SO
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R-RSR
osmAG-LLM
0.376
0.538
0.7
0.862
Jul 17, 2025
R-RSR
O-RSR@5 @1m
O-RSR@5 @2m
O-RSR@5 @3m
O-RSR@1 @1m
O-RSR@1 @2m
O-RSR@1 @3m
AMD (m)
DIR
APL (m)
Updated 1mo ago
Evaluation Results
Method
Method
Links
R-RSR
O-RSR@5 @1m
O-RSR@5 @2m
O-RSR@5 @3m
O-RSR@1 @1m
O-RSR@1 @2m
O-RSR@1 @3m
AMD (m)
DIR
APL (m)
osmAG-LLM
2025.07
1
0.3
0.5
0.8
0.2
0.4
0.8
1.78
0.4
18.13
ConceptGraph
2025.07
0.5
0.5
0.5
0.6
0.2
0.3
0.4
3.52
-
-
HOV-SG
2025.07
0.4
0.2
0.7
0.8
0
0.3
0.3
1.84
0.4
47
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