Even if it was just a blinding that only happened to them (it's not), it would completely contradict Arminianism.
There are verses in the Bible that contradict Arminianism. There are verses in the Bible that contradict limited atonement/unconditional election. In the end neither philosophy is likely to be 100% correct. I've never called myself an Arminian anyway.