If you are filing Married Filing Jointly, then income from both of you needs to be included in the return.
However, if you filing as Single or Head-Of-Household, and claiming your significant other as a Dependent, their income is NOT included in your tax return. You can only claim another person as a dependent if they meet all requirements for the dependency test - age, income, and relationship tests.
