Table 4.

Median and standard deviation of AUROC performance

	ADMIL	CLAM	TransMIL
M1	0.87 +0.02	0.90 +0.01	0.88 +0.03
M2	0.85 +0.02	0.85 +0.02	0.85 +0.02
M3	0.84 +0.02	0.87 +0.02	0.88 +0.04
M4	N/A	0.85 +0.01	N/A
M5	0.73 +0.05	0.72 +0.02	0.71 +0.02
M6	N/A	0.78 +0.02	N/A

Median and standard deviation of AUROC performance on the internal test set for ADMIL, CLAM, and TransMIL. ADMIL and TransMIL can only work on binary models. The best performance for each model is highlighted in bold