Table 2 shows the classification results for all network architectures, trained with and without color jitter.
Caltech-101	CIFAR-10	CIFAR-100	Flowers-102	Oxford-HIT Pet	Stanford Cars	STL-10	ImageNet
Original test set
Baseline	71.61 ± 0.87	93.69 ± 0.16	71.28 ± 0.20	66.79 ± 0.89	69.87 ± 0.57	76.54 ± 0.10	83.80 ± 0.36	69.71
CConv-W	72.85 ± 1.12	75.26 ± 0.57	38.81 ± 0.66	68.71 ± 0.29	61.53 ± 0.53	79.52 ± 0.42	80.71 ± 0.27	65.81
CEConv-1	71.59 ± 0.64	94.06 ± 0.09	71.82 ± 0.36	67.29 ± 0.57	70.47 ± 1.07	78.03 ± 0.29	84.34 ± 0.38	70.05
CEConv-2	71.50 ± 0.29	93.94 ± 0.07	72.20 ± 0.48	68.38 ± 0.55	70.34 ± 0.67	77.06 ± 0.38	84.50 ± 0.31	70.02
CEConv-3	70.45 ± 0.41	93.71 ± 0.26	71.37 ± 0.24	69.42 ± 0.58	68.92 ± 0.46	75.33 ± 0.66	83.61 ± 0.35	69.35
CEConv-4	70.16 ± 1.05	-	-	68.18 ± 0.45	70.24 ± 0.79	76.22 ± 0.19	84.24 ± 0.49	66.85
Baseline + jitter	73.93 ± 0.73	93.03 ± 0.16	69.23 ± 0.44	68.75 ± 1.50	72.71 ± 0.67	80.59 ± 0.36	83.91 ± 0.38	69.37
CConv-W + jitter	74.38 ± 0.43	77.49 ± 0.53	42.27 ± 0.56	75.05 ± 0.39	64.23 ± 0.51	81.56 ± 0.32	81.88 ± 0.24	65.95
CEConv-1 + jitter	73.43 ± 0.59	93.93 ± 0.16	71.08 ± 0.27	70.39 ± 0.81	72.44 ± 0.76	80.24 ± 0.51	84.31 ± 0.47	69.36
CEConv-2 + jitter	72.61 ± 0.95	93.86 ± 0.22	71.35 ± 0.20	71.72 ± 0.63	72.80 ± 0.87	80.32 ± 0.47	84.46 ± 0.39	69.42
CEConv-3 + jitter	73.21 ± 0.87	93.51 ± 0.10	71.12 ± 0.57	72.71 ± 0.23	72.55 ± 0.67	79.62 ± 0.54	84.08 ± 0.44	69.10
CEConv-4 + jitter	73.58 ± 0.68	-	-	74.17 ± 0.49	73.28 ± 0.63	79.79 ± 0.37	84.16 ± 0.10	65.57
Baseline + AugMix	71.92 ± 0.95	94.13 ± 0.22	72.64 ± 0.27	75.49 ± 0.24	76.02 ± 0.51	82.32 ± 0.07	84.99 ± 0.24	-
CEConv + AugMix	70.74 ± 1.12	94.22 ± 0.16	72.48 ± 0.18	78.10 ± 0.50	75.90 ± 0.22	80.81 ± 0.27	85.46 ± 0.30	-
Hue-shifted test set
Baseline	51.14 ± 0.71	85.26 ± 0.56	47.01 ± 0.38	13.41 ± 0.34	37.56 ± 0.76	55.59 ± 0.74	67.60 ± 0.56	54.72
CConv-W	71.92 ± 1.11	74.88 ± 0.54	37.09 ± 0.74	59.03 ± 0.62	60.54 ± 0.46	78.71 ± 0.33	79.92 ± 0.25	64.62
CEConv-1	65.60 ± 0.47	91.93 ± 0.14	63.37 ± 0.17	32.88 ± 0.83	52.97 ± 1.00	70.08 ± 0.21	78.83 ± 0.43	63.02
CEConv-2	64.51 ± 0.64	91.43 ± 0.18	62.11 ± 0.43	33.32 ± 0.55	51.14 ± 0.95	68.17 ± 0.86	77.80 ± 0.58	62.26
CEConv-3	62.22 ± 0.99	90.90 ± 0.25	59.04 ± 0.45	33.76 ± 0.38	49.45 ± 0.65	65.82 ± 1.34	76.23 ± 0.37	60.95
CEConv-4	62.17 ± 1.01	-	-	33.33 ± 0.38	54.02 ± 1.34	67.16 ± 0.58	78.25 ± 0.52	56.90
Baseline + jitter	73.61 ± 0.60	92.91 ± 0.17	69.12 ± 0.47	68.44 ± 1.60	72.31 ± 0.49	80.65 ± 0.36	83.71 ± 0.35	67.10
CConv-W + jitter	74.40 ± 0.55	77.28 ± 0.54	42.30 ± 0.48	75.66 ± 0.27	63.93 ± 0.42	81.44 ± 0.26	81.54 ± 0.21	65.03
CEConv-1 + jitter	73.34 ± 0.96	93.86 ± 0.20	70.98 ± 0.22	69.98 ± 0.79	72.34 ± 0.58	80.18 ± 0.50	84.29 ± 0.50	68.85
CEConv-2 + jitter	73.03 ± 0.97	93.80 ± 0.14	71.33 ± 0.19	71.44 ± 0.57	72.58 ± 0.86	80.28 ± 0.52	84.31 ± 0.34	68.74
CEConv-3 + jitter	73.26 ± 0.74	93.39 ± 0.08	71.06 ± 0.53	72.47 ± 0.20	72.32 ± 0.64	79.62 ± 0.54	84.00 ± 0.33	68.03
CEConv-4 + jitter	73.57 ± 0.75	-	-	73.86 ± 0.39	72.94 ± 0.56	79.79 ± 0.34	84.02 ± 0.14	64.52
Baseline + AugMix	51.82 ± 0.60	88.03 ± 0.26	51.39 ± 0.19	15.99 ± 0.28	48.04 ± 0.74	68.69 ± 0.73	72.19 ± 0.45	-
CEConv + AugMix	62.29 ± 0.97	91.68 ± 0.21	60.75 ± 0.24	41.43 ± 0.97	62.27 ± 0.81	73.59 ± 0.30	80.17 ± 0.15	-