Table 5.

Results for object detection task on TUPAC16.

Images/ Batch	Learning Rate	Max Iterations	RoIHead Batch Size	Split Dimension	Train Time (H:M:S)	AP (%)	STDEV (±%)
4	0.025	600	512	1000 × 1000	0:04:56	43.32	6.58
4	0.025	600	1024	1000 × 1000	0:05:23	40.11	8.65
8	0.025	600	1024	1000 × 1000	0:11:35	43.79	5.69
6	0.010	9000	1024	1000 × 1000	2:02:55	55.74	3.26
4	0.025	9000	512	1000 × 1000	1:13:18	58.11	2.96
4	0.025	9000	512	500 × 500	1:11:49	65.02	4.05