I've also heard that a classic way for speed-reading is to then focus on the middle of each line of test. This minimizes eye movement and relies on your peripheral vision to read faster.
The read-between-the-line thing, AFAIK, is just supposed to make your eyes backtrack less, which lessens fixations. More fixations = slower reading; it doesn't matter where you place your eyes.