House Minority Whip Eric CantorEric Ivan CantorThe Hill's Morning Report — Sponsored by CVS Health — Trump’s love-hate relationship with the Senate Race for Republican Speaker rare chance to unify party for election Scalise allies upset over Ryan blindside on McCarthy endorsement MORE (R-Va.) continued his assault on President Obama's stimulus package on Thursday, saying the bill has "not had the desired effect."

Cantor, appearing on MSNBC, said something new needs to be done to address the sagging economy.

"I think the question is really where do we go from here," Cantor said.

There is "no way to defend this spending bill," he added.

Earlier this week, Cantor said that "we all agree" that the stimulus hasn't worked.

Democrats fired back on Cantor Monday when the Democratic Congressional Campaign Committee issued a statement saying that it was "hypocrisy" for Cantor to blast the legislation after supporting funding for light rail in Virginia that is included in the bill.