They outplayed Swadhinata KS by 3-1 goals at the Kamalapur Stadium in the capital.
Mushed put Swadhinata KS ahead in the 14th minute, but Habib, Rana and Rony scored three goals in a row for Victoria SC in the 33rd, 44th and 55th minutes respectively.
Victoria SC, which conceded 0-1 goal defeat against Wari Club in their first match, bagged three points from two matches while Swadhinata KC managed only one point from two league outings after a 2-2 draw with Fakirerpool Youngmens Club in the last match.
In the day’s other match, Farashganj SC registered their second consecutive victory in the league beating Wari Club by a one goal scored by Zillur in the 82nd minute.
Farashganj SC topped the league table securing full six points from straight two matches while Wari Club bagged three points from two encounters.