Two men who allegedly abducted and raped a Melbourne woman have sobbed as they made their first appearance in court.

Today Harley Palise and Jarrod Thomas appeared in the Melbourne Magistrates Court each charged with abduction, two counts of rape, unlawful imprisonment and theft.

The female victim of the alleged attack, which occurred in the same suburb as the rape and murder of Eurydice Dixon just days after her death, was with a friend around 4am on June 17.

The women had returned to Carlton from Melbourne CBD nightclub Retro in a taxi before parting ways on Lygon Street.

The men appeared in court today. (9NEWS) (9news)

Soon after, the woman was allegedly taken into a car and sexually assaulted at an unknown location.

The woman has little memory of the alleged attack.

Police say the accused kidnappers dropped her home afterwards.

On Saturday her alleged attackers, a 23-year-old and 26-year-old both from Doreen, handed themselves into police.

The woman was allegedly abducted by two men on Lygon Street in Carlton, in Melbourne's inner-north. (Supplied) (sUPPLIED)

They're also accused of stealing the victim's $16,000 diamond ring.