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Valentin Emiya Unselected an answer
ResNet strikes back: An improved training procedure in timm. https://arxiv.org/abs/2110.00476
Same as A Metric Learning Reality Check. Shows that ResNet is still relevant even when compared with approaches as novel as transformers. Augmentation/training recipe is relevant and therefore must be considered in hopes of fairness of comparisons.
Felipe Torres Answered question