General batteries, including dry batteries (alkaline), generate electricity due to a chemical reaction inside the battery.
A minuscule amount of the chemical substances inside the batteries reacts even without any connections between the electrodes.
Those internal reactions reduce the stored charge of the battery and thus decrease the capacity of the battery little by little. This phenomenon is called self-discharge.