I would bet on a bad fuel pump... Sometimes pumps a small bit of fuel, but not enough to maintain pressure. Fuel injected cars are pretty picky about proper fuel pressure...
RepairPal Certified shops can diagnose and repair your 2001 Mitsubishi Eclipse. They provide transparent pricing with a minimum 12-month or 12,000-mile warranty on repairs and services.