I found a few rechargeable batteries that had not been used for at
least three years. I charged them all and found they do not seem to
be holding their charge (unable to power a cordless mouse for more
than five minutes).

Is this type of battery destroyed by being left discharged for a long
period or could it recover with a few more charges?