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In this section, we current and talk about the outcomes of the proposed approaches compared to the baseline. We present results using each the previous version of OpenPose (v1.4) and the most recent model (v1.7 on the time of writing). We conducted experiments utilizing solely the BERT-based mostly mannequin and the GPT models. Thus, our baselines for the fashions are a few of the best classification fashions that fashionable machine studying and deep learning can achieve: CNN with Multi-Layer Perceptrons (MLP), LSTM with MLP, and Logistic Regression (Linear). We noticed that BodyMTS can achieve better efficiency than deep studying strategies in terms of whole time and accuracy, without using heavy computing resources. Within this slender scope, https://mitolyns.net we use the time period oGBV and gendered abuse interchangeably. Some surveys put the incidence of online gender based violence (oGBV) at over 50% Hicks (2021). Nearly 85% of ladies have seen violence towards women on-line Unit (2021). The most typical site for such encounters is social media platforms.
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