ResearchBenchmarksImage Classification on CIFAR-100 (test) (Accuracy and Delta vs GELU)Image Classification on CIFAR-100 (test) (Accuracy and Delta vs GELU)Follow69.57AccuracyGELU67.157267.783668.4169.0364Apr 23, 2026Evaluation resultsMethodMethodLinksAccuracyAccuracy Delta (vs GELU)GELUBackbone=ResNet-56Backbone=ResNet-562026.0469.57—E-GEMBackbone=ResNet-56, Ep...Backbone=ResNet-56, Epsilon (ε)=10⁻⁶2026.0468.950.62GELUBackbone=ResNet-20Backbone=ResNet-202026.0467.54—ReLUBackbone=ResNet-56Backbone=ResNet-562026.0467.45—ReLUBackbone=ResNet-20Backbone=ResNet-202026.0467.26—E-GEMBackbone=ResNet-20, Ep...Backbone=ResNet-20, Epsilon (ε)=1.02026.0467.250.29