In a clip filmed by another passenger aboard the plane, the Sharknado star was informed she would have to deboard the aircraft.
The 5ft5 beauty, who had a small dog with her, did not put up a fight and left without incident - authorities were not summoned.
The site also reported that The American Pie actress said she was irritated that she did not have a seat next to the window, as she believed she had.
She was uncomfortable as the passenger in front of her was reclined, leaving her with little room.
Reid was able to catch another flight after she was booted off the original flight.
Reps for Delta told the outlet that the flight departed for the East Coast.
Tara is not the first star to have been booted from a flight. Naomi Campbell, was famously thrown off a 2008 British Airways flight amid an outburst, leading to police being contacted.
Her friend, fellow supermodel Kate Moss, who was thrown off a 2015 EasyJet flight amid an outburst.
Ivana Trump was thrown off a 2009 flight in Florida after yelling at children running in the aisles.