Carl Sagan's adage that "extraordinary claims require extraordinary evidence" is not a "logical fallacy". It is better thought of as a statement about (Bayesian) inference.
For example, supposing that I have an a priori belief that the probability of life on Mars is one in a million. Loeb finds a rock that he claims has a 99% chance of being made by a Martian and and a 1% chance of being made here on Earth. I would update my belief to one in ten thousand, which is still a long way from being persuaded.
A better example of a logical fallacy is 'They don't seek the evidence and they argue, "Well, we don't have any evidence...."', which misrepresents his opponent's position and is a example of the straw man fallacy.