Developers tend to use these terms informally, but, strictly speaking, these terms are at opposite ends of the scale from each other. Correctness means never returning an inaccurate result; returning no result is better than returning an inaccurate result. Robustness means always trying to do something that will allow the software to keep operating, even if that leads to results that are inaccurate sometimes.
