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Building Function Classification on Singapore OSM polygons (test)
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72.82
Macro F1
NARA
36.1496
45.6698
55.19
64.7102
May 12, 2026
Macro F1
Weighted F1
Accuracy
Updated 22d ago
Evaluation Results
Method
Method
Links
Macro F1
Weighted F1
Accuracy
NARA
Category=Semantics + G...
2026.05
72.82
91.59
92.22
CityFM
Category=Semantics + G...
2026.05
70.1
92.75
91.93
Geo2Vec
Category=Geometry
2026.05
58.35
86.9
88.05
GeoVectors
Category=Semantics + M...
2026.05
47.24
64.18
69.49
Poly2Vec
Category=Geometry
2026.05
45.12
84.25
86.65
SpaBERT
Category=Semantics + M...
2026.05
45.06
78.47
75.95
BERT
Category=Non-Spatial S...
2026.05
37.56
44.19
51.77
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