Since Apple automatically resizes and repaints the icons, it’s better to use PDF, which has the added advantage of looking sharper and reducing the risk of cropped edges when not using margins.
Here is a comparison of PDF with PNG (exactly the same icon originally and SVG exported from Sketch):

The size is also the same. 
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