Nightlight Prediction on SF benchmark leaderboard · SOTA2 Research

Nightlight Prediction on SF

39.4MAEFlexiReg

Evaluation Results

Method	Links
FlexiReg2026.02		39.4	52.7	0.864
UrbanVerse2026.02		39.9	54.9	0.84
UrbanCLIP2026.02		62.6	78.5	0.673
GURPP2026.02		71.2	103.8	0.428
HREP2026.02		73.9	108.2	0.378
RegionDCL2026.02		76.2	119.1	0.246
GeoHG2026.02		84.6	126.9	0.095
CityFM2026.02		85.4	128.4	0.088