ResearchBenchmarksImage Classification on TinyImageNet (val) (Specialized Metrics)Image Classification on TinyImageNet (val) (Specialized Metrics)Follow0.72BVSGELU0.70960.71230.7150.7177Mar 23, 2026Evaluation resultsMethodMethodLinksBVSEp.Lambda (λ)Delta Lambda (Δλ)GELUActivation=GELUActivation=GELU2026.030.7290——λ-GELUActivation=λ-GELU, Ini...Activation=λ-GELU, Initialization Mode=dec2026.030.72901.211.39λ-GELUActivation=λ-GELU, Ini...Activation=λ-GELU, Initialization Mode=inc2026.030.72871.211.43λ-GELUActivation=λ-GELU, Ini...Activation=λ-GELU, Initialization Mode=uni2026.030.72901.191.36ReLUActivation=ReLUActivation=ReLU2026.030.7185——