The community is miffed with most of the local and national parties ignoring their issues in their manifestos, saying "parties have distanced themselves from their plight."
However, those who turned up at the polling booths were shadowed by indecisiveness.
"Last year, when AAP came in power we were optimistic that our issues would be addressed but we were shattered after witnessing their manifesto which is mute on our issues," said Apoorva Shivam of South Delhi who cast his vote today.
"They have not only betrayed us but they also broke their promises to amend the section 377 of the IPC. Their move to neglect us in their manifesto has left us with no other option but to neglect them too.
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However, those who voted said they will take forward the battle for their rights and urge the new government to amend the law.
"It feels as if we don't at all exist as no one is bothered about our demands. But I am still hopeful that which ever party comes to power will take up our issue," said a member at Gole market polling station.
India has an estimated 25 lakh gay population with a sizeable population residing in the National Capital, according to government data.