0226 GMT February 20, 2020
Pell was jailed for six years in March after being found guilty of abusing two boys in a Melbourne cathedral in the 1990s. He maintains his innocence, BBC News reported.
A court of appeal rejected Pell's argument that the verdict was unfair.
The former Vatican treasurer, 78, will now consider a final appeal in the nation's highest court.
Last December, a jury unanimously convicted Pell of sexually abusing the 13-year-old boys at St. Patrick's Cathedral.
Pell challenged the verdict by arguing it was "unreasonable" because there was insufficient evidence to convict him beyond a reasonable doubt.
The cleric's lawyers said the jury had relied too heavily on the "uncorroborated evidence" of the sole surviving victim. But his appeal was dismissed 2-1 by a panel of three judges in Victoria's Court of Appeal on Wednesday.
"Justice [Chris] Maxwell and I accepted the prosecution's submission that the complainant was a compelling witness, was clearly not a liar, was not a fantasist and was a witness of truth," said Chief Justice Anne Ferguson.
Pell's conviction has rocked the Catholic Church, where he had been one of the Pope's closest advisers. The Australian cleric will be eligible for parole in October 2022.
Pell was archbishop of Melbourne in 1996 when he found the two boys on cathedral premises and sexually assaulted them. He abused one of the boys again in 1997.
The trial heard testimony from one of the victims. The other died of a drug overdose in 2014.
A jury rejected the defense argument that the allegations were fantasies.
The verdict was kept secret from the public until February, when additional charges of sexual offences against Pell were withdrawn by prosecutors.
The two judges who upheld the conviction said that they "did not experience a doubt" about the verdict.
"We note that Cardinal Pell did not have to prove anything in the trial. Rather, at all stages of trial, the burden of proof rested with the prosecution," Justice Ferguson said.