Green’s Dictionary of Slang

duck out v.

also duck, duck it, duck on, duck out of, duck out on
[duck v.1 ]

1. [late 19C+] to make off, to leave, to abscond.

2. [20C+] to back out, to withdraw.

3. [1970s+] to default on, to avoid.