The essence of Dalton's theory is still correct but there have been more discoveries made
Dalton often did experiments with gases and this is what led him to think and discover that everything whether liquid, gas, or solid has to be made out of something.
These are one of the first recorded elements which were first seen in John Dalton's book "New System of Chemical Philosophy