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The paper's best single-model ImageNet comparison shows accuracy improving from ResNet-34 through ResNet-152 on both top-1 and top-5 validation error; ResNet-152 reaches 19.38% top-1 and 4.49% top-5 error, which the paper states surpasses all prior ensemble results listed in Table 5. · CiteArk