Then we make quantitative comparisons with other state-of-the-art approaches on the 5-class and 6-class collective datasets, including RSTV approach in [7], a joint tracking and recognition flow model in [15], a complex hierarchical model in [5], a bayesian BORD method in [1] and a discriminative latent model in [17].