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. 2023 Jul 11;9:e1467. doi: 10.7717/peerj-cs.1467

Table 1. Related works in semantic segmentation of remote sensing land cover features.

Method Dataset Classes mIoU (%)
Chain FCN (Liu et al., 2019) Yizheng, Jiangsu, China Buildings 96.14
Multi-Feature Semantic Segmentation (Boonpook, Tan & Xu, 2021) Chongqing and Wuhan, China Buildings 88.97
Mixer U-Net (Sultonov et al., 2022) Massachusetts Roads dataset (Mnih, 2013) Roads 80.75
BD-LinkNetPlus (Li et al., 2019) Massachusetts Roads dataset (Mnih, 2013) Roads 59.45