Clearly, the score variances for CARD-660 are significantly lower than those for the two crowdsourced datasets, i.e., SimVerb-3500 and RW.
6 for the majority of pairs in CARD-660 the annotation variance is lower than the other two datasets' first quartile (bottom of the blue square  which splits the lower 25% of the data from the top 75%).