This is from personal experience, but having dealt with more than five of each (for 2.5" drives all I've used is Seagate; for 3.5" Samsung and Western Digital; for 1.8" Toshiba) I can say that in general 2.5" Hard Drives are the most reliable, followed by 3.5" and with 1.8" at a very distant third.
This probably has to do with the 2.5" drives being engineered to cope with physical shock the best and them having a size that's small but not tiny. 3.5" drives fare worse, but only by a bit, because they're not as good when it comes to shock resistance. They also have a bigger size and weigh a lot more, which doesn't help when it comes to physics. 1.8" drives are too small to have any significant shock resistance at all; as a matter of fact, 4/5 of the 1.8" HDDs I've had in different portable media players have failed even though they weren't subjected to falls.
Just my experience, but for me: 2.5">3.5">1.8".