Smartcard - main differences between .NET and Java smartcard?

My question focuses on the differences regarding PKCS11 implementation between a .Net and a Java smartcard.

More generally, do smartcard use a specific "OS" (or firmware) and only differ in the middleware / application layer ? Is it easy to format and switch between both middleware ?