Really Pure water has an Extremely High Resistance.
Tap water has a Somewhat Lower Resistance with Contaments, But still quite High.
To Increase Current flow at 12 Volts, you need to Increase Plate Area (multiple Parallel Plates), possibly Reduce Distance between Plates or Add an Electrolyte to...