Really depends on the type of material you are after. Sometimes the funny little stores can have the best, unexpected bargains. I would only purchase online if I could get a sample card or if I know the fabric type they are selling.

Rathdown Fabrics & Remnants - Victoria St Brunswick
Vic Markets - some interesting finds there.
Sydney Rd - lots of little fabric stores