Binary Classification on InBreast

Metric: AUC (higher is better)

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#	Model↕	AUC▼	Extra Data	Paper	Date↕	Code
1	WCCNet DenseNet-121	0.947	No	-	-	-
2	RGP DenseNet-169	0.934	No	-	-	-
3	WCCNet ResNet-50	0.931	No	-	-	-
4	WCCNet ResNet-101	0.926	No	-	-	-
5	WCCNet ResNet-34	0.923	No	-	-	-
6	GGP DenseNet-169	0.922	No	-	-	-
7	WCCNet VGG16	0.915	No	-	-	-
8	WCCNet ResNet-18	0.913	No	-	-	-
9	AlexNet+Sparse MIL INbr. Auto.	0.89	No	Deep Multi-instance Networks with Sparse Label A...	2017-05-23	Code
10	WCCNet AlexNet	0.87	No	-	-	-
11	Avg pooling DenseNet-169	0.862	No	-	-	-
12	AlexNet+Label Assign. MIL INbr. Auto.	0.84	No	Deep Multi-instance Networks with Sparse Label A...	2017-05-23	Code
13	Max pooling DenseNet-169	0.837	No	-	-	-
14	AlexNet+Max Pooling MIL	0.83	No	Deep Multi-instance Networks with Sparse Label A...	2017-05-23	Code
15	PHYSEnet (n=2)	0.814	Yes	Multi-View Hypercomplex Learning for Breast Canc...	2022-04-12	Code
16	PHResNet18 (n=2)	0.793	Yes	Multi-View Hypercomplex Learning for Breast Canc...	2022-04-12	Code
17	AlexNet	0.79	No	Deep Multi-instance Networks with Sparse Label A...	2017-05-23	Code
18	PHYBOnet (n=4)	0.764	No	Multi-View Hypercomplex Learning for Breast Canc...	2022-04-12	Code
19	Pretrained CNN + Random Forest	0.76	No	-	-	-