Table 1.

Image classification results (mAP) of our epitomic dictionary on the Pascal VOC 2007 dataset.

Epitome /Patch	Position Encod.	Dictionary Size K
		32	64	128	256	512	1024	2048
16/8	1×1	40.66	45.22	48.07	49.00	51.98	53.54	54.37
	2×2	47.11	49.89	51.59	52.89	54.50	56.12	56.16
	4×4	49.59	51.98	53.10	54.75	55.62	56.45	56.18
	9×9	52.03	53.53	54.03	54.07	-	-	-
12/8	1×1	41.01	44.94	47.24	49.56	51.76	53.48	55.33
	2×2	46.20	47.89	50.19	51.91	53.64	55.17	56.47
10/8	1×1	41.12	44.07	46.85	49.33	51.28	53.01	54.87
	2×2	44.10	46.32	48.71	50.98	52.85	54.52	55.71
	2×2/4	44.46	46.73	48.37	51.03	52.31	54.33	55.08
12/6	1×1	40.69	43.83	46.55	49.73	51.05	52.37	54.24
	2×2	46.80	48.72	50.96	52.70	53.91	54.80	55.40
	3×3	48.43	50.40	52.17	53.45	55.16	55.11	55.47
8/8	1×1	38.02	40.92	44.54	46.75	48.84	51.13	52.73
6/6	1×1	38.17	41.89	45.01	47.35	48.88	51.15	52.85