ResearchBenchmarksImage Classification on CIFAR100 (Accuracy, Convergence Time)Image Classification on CIFAR100 (Accuracy, Convergence Time)Follow56.11AccuracyS-Adam47.925250.050152.17554.2999May 28, 2026Evaluation resultsMethodMethodLinksAccuracyConvergence TimeS-AdamBackbone=ResNet18, Bat...Backbone=ResNet18, Batch Size=2, k=82026.0556.113,775.3S-AdamBackbone=ResNet18, Bat...Backbone=ResNet18, Batch Size=2, k=22026.0555.842,136.53AdamWBackbone=ResNet18, Bat...Backbone=ResNet18, Batch Size=22026.0551.122,317.04Prox-SGDBackbone=ResNet18, Bat...Backbone=ResNet18, Batch Size=22026.0548.2418,299.63