It's not only the atheist will only accept a particular type of evidence, but they ignore evidence that contradicts their own philosophical materialism. We do not live in a clockwork Universe. When you consider the observer changes the results in double slit experiments just what exactly is the IT detects something is being observed! It's NOT material whatever it is. The implications are astounding yet most atheists, who are philosophical materialists, simply ignore the evidence suggest we do not live in a clockwork Universe.
Here's a good video on the subject if you are interested. I don't agree all the author's conclusions completely but it certain outlines the problem:
Here's another good video I like because it's thinking is so outside the box of the standard model:
I think the problem with the philosophical materialists is they do not appreciate the radical implications of quantum physics. The idea the Universe is composed of bits of material spreading out creating a spatial dimension with an independent element of time does not exist. In quantum physics every primordial piece of matter is "an organized system of vibratory streaming of energy" existing within waves of energy. Time is something existing within each piece of matter acting or vibrating independently of every other vibration. The vibratory parallelism of reality is truly breathtaking. This idea of time is not independent of the vibratory material creating our experience of it is the theme of Alfred North Whitehead's book Process and Reality (1929).
There is no easy or clear explanation why energy vibrates at all or why any energy exists at all as opposed to nothingness. You can have the opinion "So what, it's not a big deal. There is a mathematical explanation for everything we just don't know it yet." Or, you can have the opinion, "The way reality exists is truly miraculous and divine. God exists and is beautiful." Choose which opinion floats your boat.