Gandhi too congratulated Banerjee for the TMC's showing in the West Bengal bypolls.
Mamata could not attend a meeting of opposition leaders chaired by the UPA chairperson in New Delhi due to other preoccupations.
The Congress today thumped the ruling BJP in Rajasthan, clinching all the two Lok Sabha and one state Assembly seat in bypolls in the state.
Congress's candidates wrested Alwar and Ajmer Lok Sabha and Mandalgarh Assembly seats from the BJP by impressive margins.
"The BJP's downfall has started. From now on you will only see the BJP's defeat," Banerjee told reporters.
"I believe powerful regional parties should be strengthened to put up a fight against the BJP. If there is a one-to-one fight, then this anti-people government will be ousted in the next Lok Sabha polls," she said.