Table 1.

Results of 2D U-Net on medical data (BraTS).

Inference on:	Whole 2D slice	2D tiles	2D tiles
Aggregation approach	N/A	(Rounding after averaging)	(Rounding before averaging)
Dice	0.8743	0.8599	0.8998

Comparing whole 2D slice prediction to two tiling aggregation methods.