Table 4.

Model comparison on BraTS 2019 validation data (125 cases).

		Dice			Hausdorff 95 (mm)
	ET	WT	TC	ET	WT	TC
AE AU-Net (our model)	0.773 ± 0.257	0.902 ± 0.066	0.815 ± 0.161	4.65 ± 8.10	6.15 ± 11.2	7.54 ± 11.1 4
2nd Brats competitor Zhao et al. (15)	0.754	0.910	0.835	3.84	4.57	5.58
1st Brats competitor Jiang et al. (22)	0.802	0.909	0.865	3.15	4.26	5.44

The online BraTS evaluation platform computed metrics. AE AU-Net, Asymmetric Ensemble Asymmetric U-Net. Bold values highlight the best results for each metric.