Disclosed are a semiconductor memory device, a memory system including the same, and an operating method thereof. The memory system includes: a semiconductor memory device including a plurality of memory chips; and a controller configured to measure a cell current of each of the plurality of memory chips, generate temperature compensation data corresponding to the measured cell current, and store the generated temperature compensation data in each of the plurality of memory chips.