Sea-to-Summit makes really nice Sil-nylon drybags. They're lightweight, and have a rolltop waterproof closure because they're designed as kayak/boat bags. Seattle Venture Sports makes vinyl drybags which are cheaper and heavier, but sturdier. Unfortunately they're also prone to damage in very low freezing temperatures.
If you're handy with a sewing machine, you can make a pair of fitted drybag liners for your panniers in one evening. Sil-nylon, side-release buckles, and seam sealant can be found online for reasonably cheap.
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"I feel like my world was classier before I found cyclocross."
- Mandi M.