The past tense of go down like a lead balloon is went down like a lead balloon.

The third-person singular simple present indicative form of go down like a lead balloon is goes down like a lead balloon.

The present participle of go down like a lead balloon is going down like a lead balloon.

The past participle of go down like a lead balloon is gone down like a lead balloon.