Table 4.

Results of 2D U-Net without zero-padding on non-medical data (SpaceNet Vegas).

Tile size	128 × 128	256 × 256	384 × 384	496 × 496	512 × 512	640 × 640
	crop	crop	crop	crop	interp	interp
Dice	0.865	0.896	0.907	0.918	0.912	0.914
SpaceNet F1	0.734	0.781	0.797	0.806	0.808	0.821

Dice and SpaceNet (polygon-wise Dice) F1 metrics on varying tile size.