Cr is in low oxidation state in Cr2+. Therefore, it tends to get oxidized to Cr3+ by loosing an electron and achieving stable configuration of half filled t2g of d orbitals.
Mn is in high oxidation state in Mn3+. Therefore, it tends to get reduced to Mn2+ by gaining an electron and achieving a stable configuration of half filled d orbitals (d5).