The past tense of go like a bat out of hell is went like a bat out of hell.

The third-person singular simple present indicative form of go like a bat out of hell is goes like a bat out of hell.

The present participle of go like a bat out of hell is going like a bat out of hell.

The past participle of go like a bat out of hell is gone like a bat out of hell.