ImageNet-C Computations

	A	B	D	E	F	G	H	I	J	K	L	M	N	O	P	Q	R	S	T	U	V	W	X
1				Noise			Blur				Weather				Digital				Extra
2		Error on Clean	Error	Gaussian	Shot	Impulse	Defocus	Glass	Motion	Zoom	Snow	Frost	Fog	Brightness	Contrast	Elastic	Pixelate	JPEG	Speckle Noise	Gaussian Blur	Spatter	Saturate	Style
3	AlexNet	43.48%	78.9%	88.6%	89.4%	92.3%	82.0%	82.6%	78.6%	79.8%	86.7%	82.7%	81.9%	56.5%	85.3%	64.6%	71.8%	60.7%	84.5%	78.7%	71.8%	65.8%	75.7%
4	SqueezeNet1.1	41.82%	82.0%	95%	95%	97%	82%	85%	79%	80%	87%	85%	79%	55%	84%	68%	78%	81%	90%	78%	72%	61%	77%
5	VGG11	30.98%	73.9%	86%	87%	92%	76%	82%	73%	73%	80%	75%	69%	42%	74%	63%	77%	61%	80%	71%	63%	50%	78%
6	VGG19	27.62%	70.2%	79%	82%	87%	73%	81%	71%	72%	77%	71%	61%	38%	69%	62%	73%	57%	75%	69%	59%	45%	79%
7	VGG19BN	25.78%	64.6%	73%	74%	81%	67%	77%	66%	69%	70%	65%	56%	35%	63%	61%	61%	50%	66%	64%	51%	40%	76%
8	DenseNet121	25.57%	58.0%	63%	65%	69%	63%	72%	61%	63%	65%	59%	49%	32%	53%	56%	53%	46%	59%	59%	51%	35%	70%
9	DenseNet169	24.40%	54.8%	59%	61%	65%	59%	70%	60%	64%	60%	56%	46%	29%	48%	54%	49%	43%	54%	56%	48%	33%	68%
10	DenseNet201	23.10%	54.1%	60%	63%	65%	58%	68%	58%	62%	60%	55%	47%	29%	49%	52%	45%	42%	56%	55%	46%	32%	65%
11	DenseNet161	22.86%	52.4%	56%	58%	61%	57%	68%	57%	61%	57%	53%	45%	28%	46%	51%	47%	42%	51%	54%	45%	31%	67%
12	CondenseNet4	26.25%	64.0%	76%	77%	80%	63%	76%	62%	66%	71%	65%	56%	35%	62%	56%	65%	50%	69%	60%	50%	40%	70%
13	CondenseNet8	28.93%	67.0%	79%	80%	83%	68%	78%	66%	69%	75%	68%	60%	38%	66%	59%	64%	52%	73%	64%	53%	44%	70%
14	ResNet18	30.24%	67.1%	77%	79%	84%	69%	76%	68%	71%	75%	70%	64%	39%	67%	58%	58%	52%	72%	65%	58%	45%	71%
15	ResNet34	26.69%	61.8%	72%	74%	78%	62%	72%	63%	68%	69%	64%	57%	35%	61%	56%	51%	45%	67%	59%	52%	41%	68%
16	ResNet50	23.87%	60.8%	71%	73%	76%	61%	73%	61%	64%	67%	62%	54%	32%	61%	55%	55%	47%	65%	58%	51%	38%	69%
17	ResNet101	22.63%	55.9%	65%	67%	71%	56%	67%	56%	59%	64%	58%	51%	30%	57%	50%	46%	41%	59%	52%	47%	35%	66%
18	ResNet152	21.69%	55.0%	64%	66%	70%	55%	67%	52%	59%	61%	56%	51%	29%	57%	49%	49%	39%	56%	52%	44%	33%	65%
19	ResNeXt50	22.89%	54.0%	57%	59%	63%	58%	70%	58%	62%	61%	56%	48%	29%	49%	52%	47%	41%	53%	55%	47%	32%	68%
20	ResNeXt101	21.81%	50.2%	53%	56%	59%	54%	66%	51%	58%	56%	52%	44%	27%	45%	50%	44%	39%	50%	52%	44%	30%	65%
21	ResNeXt101_64	21.04%	49.1%	51%	55%	56%	54%	66%	53%	57%	54%	51%	44%	26%	44%	49%	42%	37%	50%	51%	43%	29%	64%
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25	Architectures			Noise			Blur				Weather				Digital				Extra
26		Error on Clean	mCE	Gaussian	Shot	Impulse	Defocus	Glass	Motion	Zoom	Snow	Frost	Fog	Brightness	Contrast	Elastic	Pixelate	JPEG	Speckle Noise	Gaussian Blur	Spatter	Saturate	Style
27	AlexNet	43.48%	100.0%	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%
28	SqueezeNet1.1	41.82%	104.4%	107%	106%	105%	100%	103%	101%	100%	101%	103%	97%	97%	98%	106%	109%	134%	107%	99%	101%	93%	102%
29	VGG11	30.98%	93.5%	97%	97%	100%	92%	99%	93%	91%	92%	91%	84%	75%	86%	97%	107%	100%	95%	91%	87%	75%	102%
30	VGG19	27.62%	88.9%	89%	91%	95%	89%	98%	90%	90%	89%	86%	75%	68%	80%	97%	102%	94%	88%	87%	82%	68%	104%
31	VGG19BN	25.78%	81.6%	82%	83%	88%	82%	94%	84%	86%	80%	78%	69%	61%	74%	94%	85%	83%	78%	81%	71%	61%	100%
32	DenseNet121	25.57%	73.4%	71%	73%	75%	76%	87%	77%	79%	75%	72%	60%	56%	62%	87%	74%	76%	70%	75%	72%	53%	93%
33	DenseNet169	24.40%	69.4%	67%	68%	71%	72%	85%	77%	80%	70%	67%	57%	52%	56%	83%	68%	71%	64%	71%	67%	49%	89%
34	DenseNet201	23.10%	68.4%	68%	70%	71%	71%	83%	74%	77%	69%	67%	57%	51%	57%	80%	63%	70%	67%	69%	64%	48%	86%
35	DenseNet161	22.86%	66.4%	63%	64%	67%	69%	82%	72%	76%	66%	64%	55%	49%	54%	79%	65%	69%	60%	68%	62%	47%	88%
36	CondenseNet4	26.25%	80.8%	85%	86%	86%	77%	92%	79%	82%	82%	79%	68%	61%	72%	87%	91%	83%	81%	76%	70%	60%	92%
37	CondenseNet8	28.93%	84.6%	89%	90%	90%	83%	94%	84%	87%	86%	83%	73%	67%	78%	92%	89%	86%	86%	82%	74%	66%	92%
38	ResNet18	30.24%	84.7%	87%	88%	91%	84%	91%	87%	89%	86%	84%	78%	69%	78%	90%	80%	85%	86%	82%	80%	69%	94%
39	ResNet34	26.69%	77.9%	81%	83%	85%	76%	87%	80%	85%	80%	77%	69%	62%	72%	86%	71%	75%	79%	75%	73%	62%	90%
40	ResNet50	23.87%	76.7%	80%	82%	83%	75%	89%	78%	80%	78%	75%	66%	57%	71%	85%	77%	77%	76%	74%	71%	58%	92%
41	ResNet101	22.63%	70.4%	74%	75%	77%	68%	82%	71%	74%	73%	70%	62%	53%	67%	77%	65%	67%	70%	67%	65%	54%	87%
42	ResNet152	21.69%	69.3%	73%	73%	76%	67%	81%	66%	74%	71%	68%	62%	51%	67%	76%	69%	65%	66%	66%	61%	51%	86%
43	ResNeXt50	22.89%	68.2%	65%	66%	68%	71%	85%	74%	77%	70%	68%	58%	51%	58%	81%	65%	67%	62%	70%	66%	49%	90%
44	ResNeXt101	21.81%	63.6%	60%	62%	63%	66%	80%	65%	72%	65%	63%	54%	48%	53%	77%	61%	64%	59%	66%	61%	45%	86%
45	ResNeXt101_64	21.04%	62.2%	58%	61%	60%	65%	80%	67%	71%	63%	61%	53%	46%	52%	76%	59%	61%	59%	65%	59%	44%	85%
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