Debate on the anti-graft legislation was taken up by the upper house after SP members walked out.
The SP is now the only party which is opposing the Lokpal bill, as all other parties are on board.
The breakthrough came after Prime Minister Manmohan Singh and Congress president Sonia Gandhi met with SP chief Mulayam Singh.
SP members disrupted the upper house Friday, not allowing the debate to be taken up.