This phase II trial is studying how well E7389 works as second-line therapy in treating patients with locally advanced, unresectable, or metastatic pancreatic cancer. Drugs used in chemotherapy, such as eribulin mesylate, work in different ways to stop the growth of tumor cells, either by killing the cells or by stopping them from dividing.