Part of the problem with “cold fusion” was the claim that it was fusion, which it pretty clearly wasn’t. If the claim was merely that they’d observed apparently unexplained release of energy, or even that they believed they’d detected fission byproducts down near the limits of their instruments, it would have been more palatable. If they’d decided to release their ‘results’ in a peer-reviewed journal instead of in a press conference where they kept the details secret, they might have been treated better by the community. The problem with Cold Fusion wasn’t that it was bad science—-it was that it wasn’t science.
The Em Drive lacked the snake-oil showmanship of Cold Fusion, so it got treated better. It was also described well enough for the experiment to be replicated, and a few confirmations make it interesting enough to explore.
I think this is most likely to turn out to be experimental error, not a cause a revolution in electromagnetic theory, but it is worthy of the investigation, which Cold Fusion never was.