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

Table I.

The quantitative results of infection areas on our uAI dataset compared to the corresponding ground-truth. The best results are highlighted in bold.

Label Methods DI JA SE SP MAE
Scribble p-UNet [55] 0.683 0.531 0.837 0.836 0.127
WSOD [54] 0.706 0.558 0.871 0.885 0.093
S2L [44] 0.745 0.607 0.843 0.956 0.087
USTM -Net (proposed) 0.762 0.628 0.882 0.984 0.076
Point WSCL [18] 0.719 0.573 0.826 0.929 0.114
Full U-Net [49] 0.788 0.663 0.885 0.978 0.071