Table 2.

Model comparison.

Pathology Label	Yao et al. [12]	Wang et al. [26]	Shen et al. [14]	Guendel et al. [19]	Yan et al. [24]	Baltruschat et al. [25]	Ours
Official split	Yes	Yes	Yes	Yes	Yes	Yes	No
Atelectasis	0.733	0.700	0.766	0.767	0.792	0.763	0.817
Cardiomegaly	0.856	0.810	0.801	0.883	0.881	0.875	0.911
Effusion	0.806	0.759	0.797	0.828	0.842	0.822	0.879
Infiltration	0.673	0.661	0.751	0.709	0.710	0.694	0.716
Mass	0.777	0.693	0.760	0.821	0.847	0.820	0.853
Nodule	0.724	0.669	0.741	0.758	0.811	0.747	0.771
Pneumonia	0.684	0.658	0.778	0.731	0.740	0.714	0.769
Pneumothorax	0.805	0.799	0.800	0.846	0.876	0.840	0.898
Consolidation	0.711	0.703	0.787	0.745	0.760	0.749	0.815
Edema	0.806	0.805	0.820	0.835	0.848	0.846	0.908
Emphysema	0.842	0.833	0.773	0.895	0.942	0.895	0.935
Fibrosis	0.743	0.786	0.786	0.818	0.833	0.816	0.824
Pleural Thickening	0.724	0.684	0.759	0.761	0.808	0.763	0.812
Hernia	0.775	0.872	0.748	0.896	0.934	0.937	0.890
Average	0.761	0.745	0.775	0.807	0.830	0.727	0.843