Active or Passive Recovery for HIIT

Just a quick question. I’m a big fan of HIIT but I’ve noticed that some authors recommend passive recovery between reps whilst others advocate active recovery (basically performing the same activity at a much lower intensity). Can anyone give any insight as to which is more effective for fat loss?

Cheers

Active would be best for fat loss.