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Benchmarks
Traffic speed prediction on Uber Movement OSM road segments
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3.99
RMSE
NARA
3.8768
4.6409
5.405
6.1691
May 12, 2026
RMSE
MAE
R²
MAPE
Updated 21d ago
Evaluation Results
Method
Method
Links
RMSE
MAE
R²
MAPE
NARA
Category=Semantics + G...
2026.05
3.99
3.05
0.78
18.36
CityFM
Category=Semantics + G...
2026.05
4.08
3.2
0.77
19.27
IRN2Vec
Category=Semantics + M...
2026.05
5.02
3.78
0.66
24.3
GeoVectors
Category=Semantics + M...
2026.05
5.21
3.92
0.64
24.03
Geo2Vec
Category=Geometry
2026.05
5.64
4.2
0.56
25.42
Poly2Vec
Category=Geometry
2026.05
5.66
4.24
0.56
25.75
RFN
Category=Topology (Roa...
2026.05
6.45
4.83
0.46
30.1
GCWC
Category=Topology (Roa...
2026.05
6.74
5.2
0.41
32.75
Node2Vec
Category=Topology (Roa...
2026.05
6.82
5.31
0.38
32.22
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