ResearchBenchmarksPopulation Prediction on NYCFollow2,159MAEFlexiReg2,095.242,525.622,9563,386.38Feb 17, 2026Evaluation ResultsMethodMethodLinksMAERMSER^2FlexiReg2026.022,1592,8220.715UrbanVerse2026.022,5163,2660.619HREP2026.022,6563,4610.571GURPP2026.023,3164,1590.381UrbanCLIP2026.023,3384,4990.276CityFM2026.023,5154,5450.261GeoHG2026.023,5784,6850.215RegionDCL2026.023,7534,7340.198