The authors present a top-1 accuracy of 87.3% on ImageNet. The authors also present a number of experiments to study how input sizes, optimizers etc. affect the final performance of this model. The authors further present using this model for object detection, semantic segmentation and instance segmentation as well and report competitive results for these. You are strongly advised to also check out the original paper.