Yes, but it’s not called a “subway” in the sense of an urban metro system. The correct term is the Channel Tunnel (often nicknamed the Chunnel).
It is a 31.4-mile (50.5 km) undersea rail tunnel that connects Folkestone, England, with Coquelles, France, beneath the English Channel.
Here’s what runs through it:
So, while it’s not a traditional subway, it functions as a mass transit rail link for people and vehicles under the sea. It opened in 1994 and remains one of the world’s greatest engineering feats.