Writing for the NPR, Viviane Rutabingwa and James Kassaga Arinaitwe criticised the video for "romanticising colonisation".
"We are shocked to think that in 2015, Taylor Swift, her record label and her video production group think it was okay to film a video that presents a glamorous version of the white colonial fantasy of Africa," they said.
"Swift's music is entertaining for many. She should absolutely be able to use any location as a backdrop," they added.
"But she packages our continent as the backdrop for her romantic songs devoid of any African person or storyline, and she sets the video in a time when the people depicted by Swift and her co-stars killed, dehumanised and traumatised millions of Africans.
"That is beyond problematic."
However, the director of the video, Joseph Khan, has hit back at the accusations of racism. In a statement on Wednesday he said the video included black people, was produced by a black woman and edited by a black man.
"We collectively decided it would have been historically inaccurate to load the crew with more black actors as the video would have been accused of rewriting history. This video is set in the past by a crew set in the present," he said.
It's not the first time Swift has been accused of music video racism: her 2014 video for Shake It Off was accused of perpetuating racist stereotypes.
The video shows Swift crawling between the legs of twerking dancers, several of whom are black.
It was criticised publically on Twitter by Odd Future rapper Earl Sweatshirt, who described it as" inherently offensive and ultimately harmful".
Mark Romanek, the director of Shake It Off, defended the video, saying it had a "humanistic and utterly colour-blind message".
Several other music videos have been slammed as racist in recent years.
Katy Perry's Dark Horse music video caused offence among Muslims with a scene that showed the singer burning an Islamic pendant. More than 50,000 people signed a petition for the video to be removed.
Canadian pop singer Avril Lavingne was ridiculed for her Japan-themed video for her 2014 single Hello Kitty over accusations of fetishising Japanese culture. The singer responded online.
Lily Allen's 2013 video Hard Out Here was meant to be a feminist statement, but was also met by accusations of racism.
Black and Asian dancers were shown twerking in the video and having champagne poured on them, while being slapped.
Allen defended the video and said the dancers were chosen for their ability, rather than their race.
Miley Cyrus faced similar criticisms for her 2013 VMA performance and her Bangerz-era persona in general.
During the performance, the pop star slapped the backside of a plus-sized black woman and was accused of using black people as props.
In 2012, No Doubt pulled the video for Looking Hot, after accusations of racism from Native American activist groups.
The video showed band members playing a game of Cowboys and Indians, complete with flying tomahawks.
- nzherald.co.nz