Abstract. Karger, Motwani, and Sudan [J. ACM, 45 (1998), pp. 246-265] introduced the notion of a vector coloring of a graph. In particular, they showed that every k-colorable graph is also vector k-colorable, and that for constant k, graphs that are vector k-colorable can be colored by roughly ∆ 1−2/k colors. Here ∆ is the maximum degree in the graph and is assumed to be of the order of n δ for some 0 < δ < 1. Their results play a major role in the best approximation algorithms used for coloring and for maximum independent sets.We show that for every positive integer k there are graphs that are vector k-colorable but do not have independent sets significantly larger than n/∆ 1−2/k (and hence cannot be colored with significantly fewer than ∆ 1−2/k colors). For k = O(log n/ log log n) we show vector k-colorable graphs that do not have independent sets of size (log n) c , for some constant c. This shows that the vector chromatic number does not approximate the chromatic number within factors better than n/polylogn.As part of our proof, we analyze "property testing" algorithms that distinguish between graphs that have an independent set of size n/k, and graphs that are "far" from having such an independent set. Our bounds on the sample size improve previous bounds of Goldreich, Goldwasser, and Ron [J. ACM, 45 (1998), pp. 653-750] for this problem.