Veterans of Delhi Congress and former MPs Jagdish Tytler and Sajjan Kumar were also called for the meeting, which was led by senior leader A K Antony and attended by five former MPs - Kapil Sibal, Ajay Maken, Krishna Tirath, Mahabal Mishra and Ramesh Kumar, all of whom lost from seats in Delhi.
Two of the seven former MPs -- Sandip Dikshit and former PCC chief J P Agarwal -- however, did not attend the meeting, which saw participants analysing reasons for the poor result while exploring the way forward to retrieve the situation.
Agarwal later said he was out of town hence could not attend the meet.
But sources close to him said the Congress leader was unhappy at the decision to call Tytler and Sajjan Kumar.
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It is learnt that apart from general factors like price rise, corruption and lack of communication, the Delhi leaders also pointed at internal rivalry within the state unit and the style of functioning of Chief Minister Sheila Dikshit as being some of the reasons for their disappointing showing.
The informal group set up by Congress president Sonia Gandhi has, besides Antony, got AICC general secretary Mukul Wasnik and secretaries R C Khuntia and Avinash Pandey as its members.
The leaders held one-to-one discussions with all stakeholders, including Subhash Chopra, who was the Campaign Committee Chairman for Delhi Assembly elections, PCC chief Arvinder Singh Lovely and CLP leader Haroon Yusuf.