Yellowfin tuna has a mild, meaty flavor, often described as sweet with a firm, dense texture, similar to beef, and is considered leaner than other tuna like bluefin, making it a good choice for sashimi and sushi due to its clean taste and large flakes; when raw, it is deep red in color, turning brownish when cooked.