Will there be a huge performance boost if I change the motherboard to a gaming one?

A Gaming Motherboard will give you more opportunity to adjust, tweek, overclock, change BIOS's, offer more ports & expansion opportunities so future proofing to some extent. So it can give you a performance improvement if you use its facilities, but leaving it stock, no change.