My partner was posotive for chlamydia but my results came back negative even though we had unprotected sex numerous times, can test be wrong?

Yes. A sample is taken and tested. It is not always indicative of the entire genital tract, either male or female. You both should be treated for chlamydia to ensure that you are not passing it from one to the other.