"it is I who is blame " is it correct

Nope!! Here are some correct answers.. "It is I who blame" (means you blame someone or something on a regular basis) or "It is I who is blamed" (means somebody blames you always) or "It is I who is blaming" (means you're blaming something or someone currently).