ResearchBenchmarksOvershoot Street Network Detection on Singapore Street NetworkOvershoot Street Network Detection on Singapore Street NetworkFollow50F1 ScoreGeo2Vec21.9229.2136.543.79Jun 23, 2026Evaluation resultsMethodMethodLinksF1 ScoreAUCAccuracyPrecisionRecallGeo2VecBase Model=Geo2VecBase Model=Geo2Vec2026.065063615249JEPABase Model=JEPABase Model=JEPA2026.064759615242Poly2VecBase Model=Poly2VecBase Model=Poly2Vec2026.064766625442MAEBase Model=MAEBase Model=MAE2026.062363521640