Wei Tingting, Wang Man and Zheng Churan were freed by police, said lawyer Liang Xiaojun, with the status of the other two not yet clear. The release indicates that the trio will not face charges.
"I don't have news yet about Wu Rongrong and Li Tingting, but the other three have been released," said Liang, citing information from family members. He represents Wu.
Police detained the activists -- all aged 32 or under -- shortly before International Women's Day last month as they were preparing to hand out leaflets about sexual harassment on public transport.
Their detention prompted condemnation from the United States and the European Union, which called for their release.
Police told lawyers the activists were suspected of "picking quarrels and provoking trouble", a vague charge increasingly used by authorities under President Xi Jinping to detain and jail protesters for holding small-scale demonstrations.