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Benchmarks
Population Prediction on SF
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943
MAE
UrbanVerse
912.92
1,115.96
1,319
1,522.04
Feb 17, 2026
MAE
RMSE
R^2
Updated 4d ago
Evaluation Results
Method
Method
Links
MAE
RMSE
R^2
UrbanVerse
2026.02
943
1,252
0.607
FlexiReg
2026.02
1,032
1,441
0.48
GeoHG
2026.02
1,429
1,829
0.161
HREP
2026.02
1,436
1,867
0.127
GURPP
2026.02
1,484
1,883
0.111
RegionDCL
2026.02
1,513
1,971
0.027
CityFM
2026.02
1,578
1,982
0.023
UrbanCLIP
2026.02
1,695
2,360
0.395
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