Does the prediction fit for time series with an obvious linear trend (plus some periodic terms)?

[Deep-Nav-Auto]

Does the prediction fit for time series with an obvious linear trend plus some periodic term? Such as y=x+sin(x/50)+noise; It seems the Least Square (LS) can do much better than the TFTS in this case. I am not sure whether I use the TFTS correctly.