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Geospatial Question Answering on In-Distribution MCQ New York City v1 (test)
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51.7
POI Lookup
GeoResponder
32.252
37.301
42.35
47.399
Sep 18, 2025
POI Lookup
Reverse POI Lookup
Road Containment
POI Containment
Nearest POI by Category
Category Scan
Updated 2mo ago
Evaluation Results
Method
Method
Links
POI Lookup
Reverse POI Lookup
Road Containment
POI Containment
Nearest POI by Category
Category Scan
GeoResponder
Backbone=Mistral
2025.09
51.7
56.8
68.5
71.4
74.9
72.3
GeoResponder
Backbone=LLaMa
2025.09
46
45
60
61
60
61
GeoResponder
Backbone=Qwen
2025.09
43.7
39.4
60.2
63.2
47.6
61.4
CityGPT
2025.09
33
24.7
31
23
26.5
27.4
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