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Benchmarks
Nightlight Prediction on SF latest (Target)
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41
MAE
UrbanVerse
39.168
51.534
63.9
76.266
Feb 17, 2026
MAE
RMSE
R^2
Updated 4d ago
Evaluation Results
Method
Method
Links
MAE
RMSE
R^2
UrbanVerse
Source Cities=NYC & CH...
2026.02
41
54
0.845
FlexiReg
Source Cities=NYC & CH...
2026.02
48.3
61.5
0.799
UrbanCLIP
Source Cities=NYC & CH...
2026.02
63.6
81.8
0.644
GURPP
Source Cities=NYC & CH...
2026.02
75.3
106.9
0.392
HREP
Source Cities=NYC & CH...
2026.02
77.3
117.2
0.27
RegionDCL
Source Cities=NYC & CH...
2026.02
81.1
126.1
0.156
GeoHG
Source Cities=NYC & CH...
2026.02
85.1
128.3
0.085
CityFM
Source Cities=NYC & CH...
2026.02
86.8
130.3
0.072
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