The season consisted of twelve teams divided into two groups. The top four teams of each group would qualify for the knockouts where they would face each other in the quarterfinals. This was the first season that Kolkata giants East Bengal and Mohun Bagan formed[1][2][3] and fielded their women's teams with East Bengal clinching the final 1–0 against Mohun Bagan to lift their first-ever title.[4][5] Shanta Dhara scored the winning goal in the final.[6][7]
The 2001 Calcutta Women's Football League final was held at the Rabindra Sarobar Stadium on 16 March 2001 between Kolkata giants Mohun Bagan and East Bengal, in the very first season of their formation. This match would thus remain recorded as the first-ever women's Kolkata Derby between the two teams. East Bengal women's team clinched the match 1–0 courtesy of a solitary goal from forward Shanta Dhara in the twenty-third minute of the game as East Bengal held onto the lead and lifted their first-ever Calcutta Women's Football League title.[6][7][4][5][8][9][10]