Before revision:  Overall, SimDex runs an averageof 2x and up to 6x faster than highly optimized baselines for the most accurate models on several popular collaborative filtering datasets .
After revision:  Overall, SimDex runs an averageof 2x and up to 10.9\times, on widely studied models for recommendations and MIPS .