I hope nobody will mind if I breathe some new life into this thread after all this time.
I wonder whether anyone else has been experimenting with the Compare-a-Face service (possibly an upgrade from its status in 2018 when the last post on this thread was made) and what sort of percentage matches you are finding for self, parent-child, grandparent-child and sibling relationships.
My experiments so far seem to show that it can usually match a picture of the same person with 90-100%, perhaps a little less if one of the photos is fuzzy or the face is very small.
Parent-child seems to be in the 60s and 70s and grandparent-child can be somewhere between 30s and 60s, quite variable.
I've also seen that it can sometimes find matches of around 30 or 40-odd between people who are unrelated, as far as I'm aware.
One of the main reasons I'm interested in this is that some months back, I bought a photo from eBay that was taken by a photographer who lived a few doors away from my great-great-grandfather Edward Yardley's home. I was struck by the resemblance between the young man and my grandfather, (also Edward) but I wondered whether it was wishful thinking - I don't have a photo of Edward Sr, who died aged only 31.
I ran the unknown photo through the Compare-a-Face service and found similarities of 67% and 75% similarity to a photo of my great-grandfather William, Edward Sr's son.
I'm wondering now how likely it may be that these similarities may have been thrown up by chance, and how much (if anything!), I can read into this.
(The attached photos show the unknown photo on the left.)