Comparing the spread of accuracies within each action (class) for the KTH dataset in Table 3, it is clear that the 3D-SIFT descriptor has the lowest range (97%-87%=10%) followed by the 3D-HOG descriptor (96%-84%=12). The spread of accuracies for other reported work ranges from 13% to45%.