How good are we at detecting deception?

Terrible if not trained $($correct $25\%$ of the time$),$ but if one is trained in how to detect lying, we are correct $95\%$ of the time!

Terrible if not trained $($correct $50\%$ of the time$),$ with mild improvement if trained in how to detect lying $($correct $57\%$ of the time$).$

Terrible if not trained $($correct $25\%$ of the time$),$ but if one is trained in how to detect lying, we are correct $85\%$ of the time!

Terrible if not trained $($correct $50\%$ of time$)$ and no improvement if trained in how to detect lying $($correct $50\%$ of the time$)$