Table 3.

Results of 2D U-Net with 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	0.873	0.900	0.896	0.918	0.917	0.918
SpaceNet F1	0.748	0.803	0.800	0.838	0.840	0.847

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