No, you typically don't need to report unsolicited NFT airdrops with no value, especially if flagged as scams and hidden by your wallet. No Income or Value: The IRS taxes airdropped assets only if they have measurable value and you control them. An unsolicited NFT with 0 value isn't taxable.
For more information, refer to the to this article on Cryto Airdop
