Farage resigned to try to avoid the parliamentary standards committee over his undeclared millions in income. He framed it as letting the voters decide. That's not how it works - its a pure PR move. If he wins again he still gets investigated.

The other parties declined to stand candidates as they did not want to play Farage's silly game - they want to investigate him.