SSC MTS 6 Aug 2019 Shift 3 Paper

Option 2 is the right answer.
The given sentence talks about two actions, one of which began earlier.
So, the tense should be past perfect with the format -- had + past participle.
So, the complete sentence should be--Raja had left the house before Hari got there.