ResearchBenchmarksImage Classification on CIFAR-10 (Time Cost and PGD Robustness)Image Classification on CIFAR-10 (Time Cost and PGD Robustness)Follow10.7Total Time (h)No Gen.8.68822.26935.8549.431Jan 15, 2025Evaluation resultsMethodMethodLinksTotal Time (h)Fine-Tuning Time (h)Generation Time (h)Selection Time (h)PGD Robustness (%)No Gen.alpha=0%, #Epochs=100alpha=0%, #Epochs=1002025.0110.7———55.4LCG-KMalpha=20%, #Epochs=100alpha=20%, #Epochs=1002025.0115.70.430.77—60.2LCS-KMalpha=20%, #Epochs=100alpha=20%, #Epochs=1002025.0119.1—3.90.9760.3Std. DDPMalpha=100%, #Epochs=400alpha=100%, #Epochs=4002025.0161—3.9—61.8