ResearchBenchmarksImage Classification on FMNIST (val)Image Classification on FMNIST (val)Follow87BVSλ-GELU85.9686.2386.586.77Mar 23, 2026Evaluation resultsMethodMethodLinksBVSEpochsLambda (λ)Delta Lambda (Δλ)λ-GELUActivation=λ-GELU, Ini...Activation=λ-GELU, Initialization Mode=dec2026.0387493.46.34λ-GELUActivation=λ-GELU, Ini...Activation=λ-GELU, Initialization Mode=inc2026.0387503.416.85λ-GELUActivation=λ-GELU, Ini...Activation=λ-GELU, Initialization Mode=uni2026.0387483.096.48GELUActivation=GELUActivation=GELU2026.038649——ReLUActivation=ReLUActivation=ReLU2026.038648——