Congress-Left parties' alliance will be the prime challenger to TMC and are expected to win around 110 seats in the 295-member state assembly, the survey by ABP News-Nielsen says.
It projects that BJP will not emerge as a big player in West Bengal and will receive a 5 percent vote share and will win just one seat.
According to a statement issued by the Hindi news channel, the opinion poll was conducted in 118 constituencies with 14,450 respondents from March 8 to March 20.
According to the poll, there is a degree of satisfaction with the performance of the TMC government and 58 percent of the respondents have found the performance of Banerjee as good or very good while 16 percent rated it as poor or very poor.
Banerjee is the most popular leader in the state followed by CPI(M) veteran Buddhadeb Bhattacharya and Prime Minister Narendra Modi, the opinion poll said.
However, 23 percent respondents found the Centre's performance as poor or very poor, the survey said.
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