"51.15 per cent polling was recorded till 4 PM. Polling has been peaceful and we have not received any report of any untoward incident," Delhi's Chief Electoral Officer Chandra Bhushan Kumar said.
The assembly polls, second within little over one year, has been largely a direct contest between BJP and a resurgent AAP which has put up a tough fight under Arvind Kejriwal's leadership.
In 2013 assembly polls, the overall voting percentage was 66 which was an increase of around 9 per from 57.58 per cent in 2008.
The elections are significant as a defeat for BJP may bolster the opposition while a victory for the party will increase its confidence ahead of assembly polls in Bihar later this year and in West Bengal in 2016.
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The BJP, which is out of power in Delhi for the last 16 years, made a no holds barred effort to win the polls. It is being billed by many as a referendum on Prime Minister Narendra Modi, a description rejected by BJP.
Priyanka Gandhi, AAP leader Manish Sisodia, Delhi's Chief Electoral Officer Kumar, former Delhi Chief Minister Sheila Dikshit, DPCC chief Arvinder Singh Lovely, Delhi BJP President Satish Upadhyay also exercised their franchise in the morning hours.
Kejriwal, who led AAP's spirited campaign, today exuded confidence of getting a clear mandate for his party as he said truth will triumph in the polls.
His BJP rival Kiran Bedi, after casting her vote at a polling station in Malviya Nagar, appealed to people to come out in large numbers and vote.