Before revision:  Though recently the pre-vailing vision transformers (ViTs) have shown great poten-tial of self-attention based models in ImageNet classifica-tion , their performance is still inferior to latest SOTA CNNsif no extra data are provided.
After revision:  Though recently the pre-vailing vision transformers (ViTs) have shown great potential of self-attention based models in ImageNet classifica-tion , their performance is still inferior to latest SOTA CNNsif no extra data are provided.