Method, device, and non-transitory storage medium for interleaved motion vector prediction (MVP) for video coding are provided. A MVP candidate list for a current block may be generated based on spatial motion vectors associated with neighboring blocks and non-neighboring blocks. A first spatial motion vector predictor (SMVP) associated with an adjacent neighboring block to the left of the current block may be inserted into the MVP candidate list, and a second SMVP associated with an adjacent neighboring block to the top of the current block may be inserted into the MVP candidate list. One or more candidates in the MVP candidate list may be pruned based on determining that the one or more candidates have a same SMVP.