I see your point, but thats a really bad comparison. We are pretty certain that there is no giant dinosaur in a lake, but in terms of fundamental research there is a lot we cannot really explain a great many things. We dont even know if we are "looking" correctly, with the right concept in mind.
I agree that money spending must be carefully considered, but for this research there really is no replacement. You can shuffle public spending around, but an Experiment not dont will explain no part of the Universe. If the countries and Supranationals that are able to dont fund them we will be stuck with what we know now until they do.
It is a lot of money, but it is also the only way. Does that meaningfully stop the EU and all others from doing their thing? I would argue no. We can still afford it and so we should.