Multicenter Computer-Aided Diagnosis for Lymph Nodes Using Unsupervised Domain-Adaptation Networks Based on Cross-Domain Confounding Representations

Table 2

Accuracy values (mean ± std%) with different models, datasets, and domain settings.

	MNSV	SVMN	Enhancedplain	Plainenhanced
Source only	73.11.4	68.31.5	61.52.3	61.63.5
GRL [7]	85.41.7	87.22.1	65.43.9	60.22.3
MMD [8]	62.60.7	66.10.8	63.52.7	65.73.2
DSN [12]	81.31.4	86.40.5	58.54.1	55.23.4
GTA [23]	92.51.2	92.41.3	69.41.1	67.41.8
Ours	91.60.3	91.80.4	73.80.9	72.51.3