Many leading opposition party members ______ to justify the party’s decision.

Have been trying

Having tried

Has tried

None of these

"Have been trying" correctly uses the present perfect continuous tense to show an ongoing effort by multiple members.

The subject "many leading opposition party members" is plural, so the verb must also be in plural form.