Mahaney's Theorem tells us that if there is a sparse $NP$-complete set under polynomial-time many-one reductions, then $P = NP$. (See "Sparse complete sets for NP: Solution of a conjecture of Berman and Hartmanis")
Are there known consequences of the existence of sparse complete sets for other complexity classes? In particular, if there is a sparse $P$-complete set under logspace many-one reductions, does that imply $P = L$?