Though Lead Acid are more tolerant than Li-po, their flat voltage is about 1.5 volts per cell (nominal voltage is 2 volts per cell, 6 volt battery is 3 cells in series), go below that and you are severely shortening their life, same as a Lipo being drawn to below 3 volts per cell, while this has been already covered the actual voltages haven't.
Nick