Sight is the most valuable to me, and smell is my least valuable. On a related note, when I'm trying to sleep and it's noisy, I often think "would it be so bad if I happened to losing my hearing?" I wake up very easily to any noise and it's a really big problem for me.
Sight >> hearing > touch > taste > smell.