I put decking down about 3-4 years ago.
After the first year i painted it with an awful paint type stain. Never again, as it flakes and looks terrible.
You can try a mixture of bleach/washing powder/hot water. Scrub that in and it seems to clean really well. Read that somewhere, and tried...