There are legitimate ICOs and there are a lot of scam ICOs. It's difficult to tell which is legit and which is not nowadays. A lot of developers want to earn instant money, so, once they are finished with the ICO, sometimes they run and disappear. Some fail to use the money properly for project development, that is why some projects die just before they carry out their road map.