After the siblings met Tu at a music club in high school, the trio formed Elephant Gym in February 2012,[4] hand-produced a limited edition EP,[citation needed] and toured Taiwan on the single "Ordinary Route" (later released on their album Angle).

In 2014, they collaborated with Yoga Lin on a song, "Speaking in Tongues",[3] which they performed with him in Hung Hom, Hong Kong and at the Taipei Arena.

In December 2014, the group members announced a year long hiatus due to Taiwanese compulsory military service, and held a performance entitled See You Then in addition to a short documentary of the same name.

In June 2017, the group was invited to Tokyo to play with American math rock band The Fall of Troy and special guest Hikes.

[8] In November 2018, they released their second full-length album Underwater followed by a world tour, which included a performance at SXSW[9] and a live session at Audiotree.