When I've used bought spring rolls from the Chinese supermarket, they're not very nice done in the oven, but ones from the supermarket are fine. To be honest, I'd give it a go and see what happens. I think if you brushed them with oil well, they'd probably be fine, there are plenty of recipes online for baked spring rolls.