Three-quarters of fans of Premier League clubs are against the use of the video assistant referee, according to a survey by the Football Supporters' Association.
Just under 8,000 fans responded to the survey, which asked supporters of the 20 sides in this season's top flight for their views on VAR.
Of those asked, 90% disagreed that the introduction of the technology in the Premier League has improved the matchday experience, and 91% believe VAR has harmed the spontaneity of goal celebrations.
A total of 94% disagreed that VAR makes watching football on television more enjoyable.
"The results show that most fans want VAR removed," Thomas Concannon, the FSA's Premier League network manager, told BBC Sport.
"We've all lived with VAR for so long now that we've seen the negative impact it's had on the game.
"People are annoyed about the time that it takes, annoyed about the accuracy, and annoyed about the [reduced] spontaneity.
"It does take away from what football is meant to be and what those special moments are about."
In a statement responding to the results, the Premier League said: "We recognise the importance of minimising the impact of VAR on the supporter experience.
"As part of ongoing dialogue with supporters, Premier League research indicates fans are largely in favour of keeping VAR, but improving the way it is used."
