We provide a systematic method to classify all smooth weak Fano toric varieties of Picard rank 3 in any dimension using Macaulay2, and describe the classification explicitly in dimensions 3 and 4. There are 28 and 114 isomorphism classes of rank 3 weak Fano toric threefolds and fourfolds, respectively.
Hu et al. (Sat,) studied this question.