Research has suggested that vegans and vegetarians might have higher rates of depression. A causal link has not been established.
However, the paper neither suggests that eating meat improves mental health, nor that avoiding eating meat causes mental illness. The paper was also funded by the Beef Checkoff through the National Cattlemen’s Beef Association.
Essentially, further research is needed to establish if there is a link between depression and plant-based diets.