ResearchBenchmarksImage Classification on CIFAR10 imblFollow81.28Macro PrecisionUN77.806478.708279.6180.5118May 8, 2026Evaluation ResultsMethodMethodLinksMacro PrecisionMacro RecallMacro F1-scoreUN#Neg. (k)=3#Neg. (k)=32026.0581.2856.4965.92UN#Neg. (k)=5#Neg. (k)=52026.0580.7855.0764.06SupCon#Neg. (k)=3#Neg. (k)=32026.0580.5760.4568.13UhlN#Neg. (k)=5#Neg. (k)=52026.0580.4553.2463.66UhlN#Neg. (k)=7#Neg. (k)=72026.0580.3355.1565.05UN#Neg. (k)=7#Neg. (k)=72026.0579.7756.2364.81UhlN#Neg. (k)=3#Neg. (k)=32026.0577.9454.0463.28