ResearchBenchmarksImage Classification on CIFAR-10 (Accuracy, Validation Loss)Image Classification on CIFAR-10 (Accuracy, Validation Loss)Follow81.94AccuracyPILOT76.240877.720479.280.6796May 23, 2026Evaluation resultsMethodMethodLinksAccuracyValidation LossLoss VariancePILOTArchitecture=CNNArchitecture=CNN2026.0581.940.53020.0073LionArchitecture=CNNArchitecture=CNN2026.0580.870.54870.0105AdamArchitecture=CNNArchitecture=CNN2026.0579.910.57940.0103AdamWArchitecture=CNNArchitecture=CNN2026.0579.740.5870.0102SophiaArchitecture=CNNArchitecture=CNN2026.0576.460.68740.0099