Here is the supported CPU chart for your board.
It appears the best it will do is a "coppermine" PIII at 1GHz. Note that the "coppermine" processors are not the latest type (code name tualatin).
This will not give you a substantial upgrade. To get this you will need a new M/board - Processor combination, which will possibly lead you on to need a new PSU and RAM.