Please check this file for your reference: https://www.princeton.edu/~otorres/Panel101.pdf
There are two reasons for the same results:
1. Use fixed-effects (FE) whenever you are only interested in analyzing the impact of variables that vary over time. Therefore, if there is no impact of time-variant variables, FE and RE are same.
2. You can use the same results to justify your method selection.