The　resource　allocation　of　commercial　banks　is　a　multiple-criteria　decision-making　issue　with　complex　internal　structure,　and　traditional　inverse　data　envelopment　analysis　cannot　meet　its　decision-making　needs.　A　two-stage　structure　with　undesirable　outputs　is　constructed　to　describe　the　operations　of　a　Chinese　commercial　bank,　and　then　a　new　two-stage　inverse　data　envelopment　analysis　with　undesirable　outputs　is　proposed　to　address　its　resource　allocation　multiple　criteria　decision-making　issue.　The　new　method　can　be　used　to　calculate　the　minimum　input　increment　required　to　achieve　the　goals　of　desirable　and　undesirable　output　under　a　certain　efficiency,　and　then　a　specific　resource　allocation　plan　can　be　obtained　to　promote　the　sustainable　development　of　commercial　banks.　Finally,　the　new　method　is　applied　to　the　resource　allocation　of　16　Chinese　listed　commercial　banks　in　2013,　and　the　application　results　fully　demonstrate　the　effectiveness　of　the　new　method.