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Multiclass semantic segmentation results are illustrated in Desk four. Mainly because of the substantial variety of classes and course imbalance, the effectiveness of multiclass semantic segmentation is less satisfactory. Pre-qualified DeepLabV3 has proven the best performance among all models. Moreover, weighted F1 scores will also be reduced due