It is the presentation code for the paper "Detection of Strongly Lensed Arcs in Galaxy Clusters with Transformers", which is published in the Astronomical Journal. Full datasets and source code could be obtained by email to the corrsponding author Peng Jia (robinmartin20@gmail.com).