This paper presents a comprehensive comparison study on the performances of major existing models over two PPI datasets, by comparing the global and local statistical properties of the original PPI networks and the model-reproduced ones. Our experimental results show that the DD model has best fitting ability while iSite model and STICKY model also fit well with the PPI datasets over most statistical properties.
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