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In ImageNet 10-crop validation, all three ResNet-34 shortcut options outperform plain-34 on both printed metrics; option B is slightly better than A and option C marginally better than B. Bottleneck ResNet-50/101/152 further reduce both top-1 and top-5 error with increasing depth, with no observed degradation. · CiteArk