If they'd gone for a second referendum the UK could have negotiated from a position of relative strength ("guys, we have to offer them something, they voted to leave").

The government might have come out the other side looking relatively good, like Mrs Thatcher's after renegotiating the rebate. It certainly wouldn't have been worse than this farce.