Table 4 Test accuracy of RGGID for... | Emerald Publishing

Table 4

Test accuracy of RGGID for resized images.

Resize factor	Setting	ap2or	hor2zeb	win2sum	citysc.	facades	map2sat	Ukiyoe	Van Gogh	Cezanne	Monet	Average
0.75	2 × 2 × 3 only	97.89	95.67	99.73	64.83	96.75	99.13	99.87	99.47	99.13	95.92	94.84
	3 × 3 × 3 only	95.38	95.84	99.84	79.80	93.13	95.03	99.60	98.97	99.60	97.32	95.45
	4 × 4 × 3 only	98.14	98.40	99.47	53.16	99.63	63.77	99.30	97.50	99.83	97.88	90.71
	ensemble (2&3)	98.39	96.31	99.91	73.38	94.13	95.62	99.80	99.63	99.56	97.10	95.38
	ensemble (all)	98.36	97.06	99.89	73.79	98.88	88.50	99.90	99.33	99.80	97.55	95.31
0.5	2 × 2 × 3 only	95.63	95.48	99.31	50.81	93.25	94.71	99.30	94.60	98.73	87.34	90.92
	3 × 3 × 3 only	91.88	96.79	97.99	55.92	95.88	96.35	98.70	94.70	94.00	83.48	90.57
	4 × 4 × 3 only	94.51	96.08	97.27	75.39	88.50	90.37	98.50	93.00	97.93	85.65	91.72
	ensemble (2&3)	94.69	96.94	99.27	55.98	95.75	98.04	99.17	95.27	98.13	86.64	91.99
	ensemble (all)	96.67	96.33	98.84	70.03	92.75	92.61	99.50	95.30	98.47	87.93	92.84

Resize factor	Setting	ap2or	hor2zeb	win2sum	citysc.	facades	map2sat	Ukiyoe	Van Gogh	Cezanne	Monet	Average
0.75	2 × 2 × 3 only	97.89	95.67	99.73	64.83	96.75	99.13	99.87	99.47	99.13	95.92	94.84
	3 × 3 × 3 only	95.38	95.84	99.84	79.80	93.13	95.03	99.60	98.97	99.60	97.32	95.45
	4 × 4 × 3 only	98.14	98.40	99.47	53.16	99.63	63.77	99.30	97.50	99.83	97.88	90.71
	ensemble (2&3)	98.39	96.31	99.91	73.38	94.13	95.62	99.80	99.63	99.56	97.10	95.38
	ensemble (all)	98.36	97.06	99.89	73.79	98.88	88.50	99.90	99.33	99.80	97.55	95.31
0.5	2 × 2 × 3 only	95.63	95.48	99.31	50.81	93.25	94.71	99.30	94.60	98.73	87.34	90.92
	3 × 3 × 3 only	91.88	96.79	97.99	55.92	95.88	96.35	98.70	94.70	94.00	83.48	90.57
	4 × 4 × 3 only	94.51	96.08	97.27	75.39	88.50	90.37	98.50	93.00	97.93	85.65	91.72
	ensemble (2&3)	94.69	96.94	99.27	55.98	95.75	98.04	99.17	95.27	98.13	86.64	91.99
	ensemble (all)	96.67	96.33	98.84	70.03	92.75	92.61	99.50	95.30	98.47	87.93	92.84