Whatever kind of watch you have. it's likely that one of these silver oxide button batteries can power it.
Duracell 364 Single-use battery SR60 Silver-Oxide (S) would be suitable for applications requiring heavy-duty, long-lasting energy in portable devices, such as hearing aids, compact flashlights, or toys.