• Our study generated the largest single set of MD simulations, providing the MD trajectories for the whole community to analyze, evaluate, augment and build novel solutions. • Our findings indicate that longer MD simulations (>50ns) do not provide substantial performance gains in the affinity prediction task, compared to short MD simulations (20ns).