The genius of this Silurian hypothesis and related ones is that they are theories of archeology where you start with an unfalsifiable premise, and then anything that fails to falsify it becomes evidence for the theory, hence "ancient astronaut theorists say 'yes'" I discovered that ancient aliens TV series just before the pandemic and have binged it as a kind of esoteric comedy, where every confirmation of the theory…
It's a rather implausible proposition, after all, so it would take extraordinary evidence. And that evidence might not survive that long? But this doesn't make the proposition more likely.