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. 2021 Sep 20;122:108341. doi: 10.1016/j.patcog.2021.108341

Table VII.

The quantitative results of infection areas on IS-COVID dataset [17]. The best results are highlighted in bold.

Label Methods DI JA SE SP MAE
Scribble p-UNet [55] 0.660 0.516 0.833 0.825 0.138
WSOD [54] 0.684 0.533 0.842 0.871 0.114
S2L [44] 0.708 0.550 0.805 0.926 0.091
USTM-Net (proposed) 0.725 0.582 0.854 0.967 0.086
Full U-Net [49] 0.736 0.595 0.867 0.961 0.082