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9.22k
Domain Adaptation > Domain Generalization
VizWiz-Classification
DenseNet-121 (lpf3)
https://arxiv.org/abs/1904.11486v2
Accuracy - All Images
38.3
Domain Adaptation > Domain Generalization
VizWiz-Classification
DenseNet-121 (lpf3)
https://arxiv.org/abs/1904.11486v2
Accuracy - Corrupted Images
32.3
Domain Adaptation > Domain Generalization
VizWiz-Classification
DenseNet-121 (lpf3)
https://arxiv.org/abs/1904.11486v2
Accuracy - Clean Images
42.8
Domain Adaptation > Domain Generalization
VizWiz-Classification
ResNet-34 (lpf3)
https://arxiv.org/abs/1904.11486v2
Accuracy - All Images
38.3
Domain Adaptation > Domain Generalization
VizWiz-Classification
ResNet-34 (lpf3)
https://arxiv.org/abs/1904.11486v2
Accuracy - Corrupted Images
31.9
Domain Adaptation > Domain Generalization
VizWiz-Classification
ResNet-34 (lpf3)
https://arxiv.org/abs/1904.11486v2
Accuracy - Clean Images
42.9
Domain Adaptation > Domain Generalization
VizWiz-Classification
DenseNet-121 (lpf2)
https://arxiv.org/abs/1904.11486v2
Accuracy - All Images
38.3
Domain Adaptation > Domain Generalization
VizWiz-Classification
DenseNet-121 (lpf2)
https://arxiv.org/abs/1904.11486v2
Accuracy - Corrupted Images
31.7
Domain Adaptation > Domain Generalization
VizWiz-Classification
DenseNet-121 (lpf2)
https://arxiv.org/abs/1904.11486v2
Accuracy - Clean Images
43.1
Domain Adaptation > Domain Generalization
VizWiz-Classification
ResNet-50 (IN-C_spatter)
https://arxiv.org/abs/2007.00644v2
Accuracy - All Images
38.3
Domain Adaptation > Domain Generalization
VizWiz-Classification
ResNet-50 (IN-C_spatter)
https://arxiv.org/abs/2007.00644v2
Accuracy - Corrupted Images
31.4
Domain Adaptation > Domain Generalization
VizWiz-Classification
ResNet-50 (IN-C_spatter)
https://arxiv.org/abs/2007.00644v2
Accuracy - Clean Images
42.7
Domain Adaptation > Domain Generalization
VizWiz-Classification
ResNet-50 (SIN_IN)
https://arxiv.org/abs/1811.12231v3
Accuracy - All Images
38.2
Domain Adaptation > Domain Generalization
VizWiz-Classification
ResNet-50 (SIN_IN)
https://arxiv.org/abs/1811.12231v3
Accuracy - Corrupted Images
32.5
Domain Adaptation > Domain Generalization
VizWiz-Classification
ResNet-50 (SIN_IN)
https://arxiv.org/abs/1811.12231v3
Accuracy - Clean Images
42.7
Domain Adaptation > Domain Generalization
VizWiz-Classification
ResNet-50 (IN-C_saturate)
https://arxiv.org/abs/2007.00644v2
Accuracy - All Images
38.2
Domain Adaptation > Domain Generalization
VizWiz-Classification
ResNet-50 (IN-C_saturate)
https://arxiv.org/abs/2007.00644v2
Accuracy - Corrupted Images
32.4
Domain Adaptation > Domain Generalization
VizWiz-Classification
ResNet-50 (IN-C_saturate)
https://arxiv.org/abs/2007.00644v2
Accuracy - Clean Images
42.4
Domain Adaptation > Domain Generalization
VizWiz-Classification
EfficientNet-B2
https://arxiv.org/abs/1905.11946v5
Accuracy - All Images
38.1
Domain Adaptation > Domain Generalization
VizWiz-Classification
EfficientNet-B2
https://arxiv.org/abs/1905.11946v5
Accuracy - Corrupted Images
31.4
Domain Adaptation > Domain Generalization
VizWiz-Classification
EfficientNet-B2
https://arxiv.org/abs/1905.11946v5
Accuracy - Clean Images
42.8
Domain Adaptation > Domain Generalization
VizWiz-Classification
ResNet-50 (IN-C_pixelate)
https://arxiv.org/abs/2007.00644v2
Accuracy - All Images
37.4
Domain Adaptation > Domain Generalization
VizWiz-Classification
ResNet-50 (IN-C_pixelate)
https://arxiv.org/abs/2007.00644v2
Accuracy - Corrupted Images
30.9
Domain Adaptation > Domain Generalization
VizWiz-Classification
ResNet-50 (IN-C_pixelate)
https://arxiv.org/abs/2007.00644v2
Accuracy - Clean Images
41.4
Domain Adaptation > Domain Generalization
VizWiz-Classification
VGG-16 BN (lpf2)
https://arxiv.org/abs/1904.11486v2
Accuracy - All Images
37.2
Domain Adaptation > Domain Generalization
VizWiz-Classification
VGG-16 BN (lpf2)
https://arxiv.org/abs/1904.11486v2
Accuracy - Corrupted Images
31.3
Domain Adaptation > Domain Generalization
VizWiz-Classification
VGG-16 BN (lpf2)
https://arxiv.org/abs/1904.11486v2
Accuracy - Clean Images
41.8
Domain Adaptation > Domain Generalization
VizWiz-Classification
ResNet-34 (lpf5)
https://arxiv.org/abs/1904.11486v2
Accuracy - All Images
37.2
Domain Adaptation > Domain Generalization
VizWiz-Classification
ResNet-34 (lpf5)
https://arxiv.org/abs/1904.11486v2
Accuracy - Corrupted Images
29.9
Domain Adaptation > Domain Generalization
VizWiz-Classification
ResNet-34 (lpf5)
https://arxiv.org/abs/1904.11486v2
Accuracy - Clean Images
42.5
Domain Adaptation > Domain Generalization
VizWiz-Classification
VGG-16 BN (lpf5)
https://arxiv.org/abs/1904.11486v2
Accuracy - All Images
37
Domain Adaptation > Domain Generalization
VizWiz-Classification
VGG-16 BN (lpf5)
https://arxiv.org/abs/1904.11486v2
Accuracy - Corrupted Images
30.8
Domain Adaptation > Domain Generalization
VizWiz-Classification
VGG-16 BN (lpf5)
https://arxiv.org/abs/1904.11486v2
Accuracy - Clean Images
41.7
Domain Adaptation > Domain Generalization
VizWiz-Classification
VGG-16 BN (lpf3)
https://arxiv.org/abs/1904.11486v2
Accuracy - All Images
36.9
Domain Adaptation > Domain Generalization
VizWiz-Classification
VGG-16 BN (lpf3)
https://arxiv.org/abs/1904.11486v2
Accuracy - Corrupted Images
30.6
Domain Adaptation > Domain Generalization
VizWiz-Classification
VGG-16 BN (lpf3)
https://arxiv.org/abs/1904.11486v2
Accuracy - Clean Images
42.1
Domain Adaptation > Domain Generalization
VizWiz-Classification
VGG-16 BN
http://arxiv.org/abs/1409.1556v6
Accuracy - All Images
36.7
Domain Adaptation > Domain Generalization
VizWiz-Classification
VGG-16 BN
http://arxiv.org/abs/1409.1556v6
Accuracy - Corrupted Images
31.1
Domain Adaptation > Domain Generalization
VizWiz-Classification
VGG-16 BN
http://arxiv.org/abs/1409.1556v6
Accuracy - Clean Images
41.1
Domain Adaptation > Domain Generalization
VizWiz-Classification
EfficientNet-B1
https://arxiv.org/abs/1905.11946v5
Accuracy - All Images
36.7
Domain Adaptation > Domain Generalization
VizWiz-Classification
EfficientNet-B1
https://arxiv.org/abs/1905.11946v5
Accuracy - Corrupted Images
30.9
Domain Adaptation > Domain Generalization
VizWiz-Classification
EfficientNet-B1
https://arxiv.org/abs/1905.11946v5
Accuracy - Clean Images
41.5
Domain Adaptation > Domain Generalization
VizWiz-Classification
ResNet-50 (IN-C_contrast)
https://arxiv.org/abs/2007.00644v2
Accuracy - All Images
36.5
Domain Adaptation > Domain Generalization
VizWiz-Classification
ResNet-50 (IN-C_contrast)
https://arxiv.org/abs/2007.00644v2
Accuracy - Corrupted Images
30.7
Domain Adaptation > Domain Generalization
VizWiz-Classification
ResNet-50 (IN-C_contrast)
https://arxiv.org/abs/2007.00644v2
Accuracy - Clean Images
40.9
Domain Adaptation > Domain Generalization
VizWiz-Classification
ResNet-50 (IN-C_jpeg_compression)
https://arxiv.org/abs/2007.00644v2
Accuracy - All Images
36.5
Domain Adaptation > Domain Generalization
VizWiz-Classification
ResNet-50 (IN-C_jpeg_compression)
https://arxiv.org/abs/2007.00644v2
Accuracy - Corrupted Images
30.3
Domain Adaptation > Domain Generalization
VizWiz-Classification
ResNet-50 (IN-C_jpeg_compression)
https://arxiv.org/abs/2007.00644v2
Accuracy - Clean Images
41.3
Domain Adaptation > Domain Generalization
VizWiz-Classification
ResNet-50 (IN-C_gaussian_noise)
https://arxiv.org/abs/2007.00644v2
Accuracy - All Images
36.4
Domain Adaptation > Domain Generalization
VizWiz-Classification
ResNet-50 (IN-C_gaussian_noise)
https://arxiv.org/abs/2007.00644v2
Accuracy - Corrupted Images
30.2
Domain Adaptation > Domain Generalization
VizWiz-Classification
ResNet-50 (IN-C_gaussian_noise)
https://arxiv.org/abs/2007.00644v2
Accuracy - Clean Images
40.6
Domain Adaptation > Domain Generalization
VizWiz-Classification
VGG-19 BN
http://arxiv.org/abs/1409.1556v6
Accuracy - All Images
36.2
Domain Adaptation > Domain Generalization
VizWiz-Classification
VGG-19 BN
http://arxiv.org/abs/1409.1556v6
Accuracy - Corrupted Images
29.4
Domain Adaptation > Domain Generalization
VizWiz-Classification
VGG-19 BN
http://arxiv.org/abs/1409.1556v6
Accuracy - Clean Images
40.8
Domain Adaptation > Domain Generalization
VizWiz-Classification
ResNet-50 (IN-C_frost)
https://arxiv.org/abs/2007.00644v2
Accuracy - All Images
36.1
Domain Adaptation > Domain Generalization
VizWiz-Classification
ResNet-50 (IN-C_frost)
https://arxiv.org/abs/2007.00644v2
Accuracy - Corrupted Images
29.7
Domain Adaptation > Domain Generalization
VizWiz-Classification
ResNet-50 (IN-C_frost)
https://arxiv.org/abs/2007.00644v2
Accuracy - Clean Images
40
Domain Adaptation > Domain Generalization
VizWiz-Classification
MobileNetV2 (lpf3)
https://arxiv.org/abs/1904.11486v2
Accuracy - All Images
36
Domain Adaptation > Domain Generalization
VizWiz-Classification
MobileNetV2 (lpf3)
https://arxiv.org/abs/1904.11486v2
Accuracy - Corrupted Images
30.4
Domain Adaptation > Domain Generalization
VizWiz-Classification
MobileNetV2 (lpf3)
https://arxiv.org/abs/1904.11486v2
Accuracy - Clean Images
40.3
Domain Adaptation > Domain Generalization
VizWiz-Classification
ResNet-50 (IN-C_fog_aws)
https://arxiv.org/abs/2007.00644v2
Accuracy - All Images
35.9
Domain Adaptation > Domain Generalization
VizWiz-Classification
ResNet-50 (IN-C_fog_aws)
https://arxiv.org/abs/2007.00644v2
Accuracy - Corrupted Images
30.3
Domain Adaptation > Domain Generalization
VizWiz-Classification
ResNet-50 (IN-C_fog_aws)
https://arxiv.org/abs/2007.00644v2
Accuracy - Clean Images
39.9
Domain Adaptation > Domain Generalization
VizWiz-Classification
MobileNetV2 (lpf5)
https://arxiv.org/abs/1904.11486v2
Accuracy - All Images
35.8
Domain Adaptation > Domain Generalization
VizWiz-Classification
MobileNetV2 (lpf5)
https://arxiv.org/abs/1904.11486v2
Accuracy - Corrupted Images
29.1
Domain Adaptation > Domain Generalization
VizWiz-Classification
MobileNetV2 (lpf5)
https://arxiv.org/abs/1904.11486v2
Accuracy - Clean Images
40.1
Domain Adaptation > Domain Generalization
VizWiz-Classification
ResNet-50 (IN-C_motion_blur)
https://arxiv.org/abs/2007.00644v2
Accuracy - All Images
35.7
Domain Adaptation > Domain Generalization
VizWiz-Classification
ResNet-50 (IN-C_motion_blur)
https://arxiv.org/abs/2007.00644v2
Accuracy - Corrupted Images
30.2
Domain Adaptation > Domain Generalization
VizWiz-Classification
ResNet-50 (IN-C_motion_blur)
https://arxiv.org/abs/2007.00644v2
Accuracy - Clean Images
39.6
Domain Adaptation > Domain Generalization
VizWiz-Classification
ResNet-18 (lpf3)
https://arxiv.org/abs/1904.11486v2
Accuracy - All Images
35.6
Domain Adaptation > Domain Generalization
VizWiz-Classification
ResNet-18 (lpf3)
https://arxiv.org/abs/1904.11486v2
Accuracy - Corrupted Images
28.5
Domain Adaptation > Domain Generalization
VizWiz-Classification
ResNet-18 (lpf3)
https://arxiv.org/abs/1904.11486v2
Accuracy - Clean Images
39.5
Domain Adaptation > Domain Generalization
VizWiz-Classification
MobileNetV2 (lpf2)
https://arxiv.org/abs/1904.11486v2
Accuracy - All Images
35.5
Domain Adaptation > Domain Generalization
VizWiz-Classification
MobileNetV2 (lpf2)
https://arxiv.org/abs/1904.11486v2
Accuracy - Corrupted Images
30.3
Domain Adaptation > Domain Generalization
VizWiz-Classification
MobileNetV2 (lpf2)
https://arxiv.org/abs/1904.11486v2
Accuracy - Clean Images
39.2
Domain Adaptation > Domain Generalization
VizWiz-Classification
ResNet-18 (lpf2)
https://arxiv.org/abs/1904.11486v2
Accuracy - All Images
35.5
Domain Adaptation > Domain Generalization
VizWiz-Classification
ResNet-18 (lpf2)
https://arxiv.org/abs/1904.11486v2
Accuracy - Corrupted Images
28.7
Domain Adaptation > Domain Generalization
VizWiz-Classification
ResNet-18 (lpf2)
https://arxiv.org/abs/1904.11486v2
Accuracy - Clean Images
40.1
Domain Adaptation > Domain Generalization
VizWiz-Classification
VGG-16 (lpf3)
https://arxiv.org/abs/1904.11486v2
Accuracy - All Images
35.1
Domain Adaptation > Domain Generalization
VizWiz-Classification
VGG-16 (lpf3)
https://arxiv.org/abs/1904.11486v2
Accuracy - Corrupted Images
28.2
Domain Adaptation > Domain Generalization
VizWiz-Classification
VGG-16 (lpf3)
https://arxiv.org/abs/1904.11486v2
Accuracy - Clean Images
40
Domain Adaptation > Domain Generalization
VizWiz-Classification
EfficientNet-B0 (autoaug)
http://arxiv.org/abs/1805.09501v3
Accuracy - All Images
34.9
Domain Adaptation > Domain Generalization
VizWiz-Classification
EfficientNet-B0 (autoaug)
http://arxiv.org/abs/1805.09501v3
Accuracy - Corrupted Images
27.3
Domain Adaptation > Domain Generalization
VizWiz-Classification
EfficientNet-B0 (autoaug)
http://arxiv.org/abs/1805.09501v3
Accuracy - Clean Images
40.1
Domain Adaptation > Domain Generalization
VizWiz-Classification
VGG-19
http://arxiv.org/abs/1409.1556v6
Accuracy - All Images
34.7
Domain Adaptation > Domain Generalization
VizWiz-Classification
VGG-19
http://arxiv.org/abs/1409.1556v6
Accuracy - Corrupted Images
29
Domain Adaptation > Domain Generalization
VizWiz-Classification
VGG-19
http://arxiv.org/abs/1409.1556v6
Accuracy - Clean Images
39.3
Domain Adaptation > Domain Generalization
VizWiz-Classification
VGG-16
http://arxiv.org/abs/1409.1556v6
Accuracy - All Images
34.7
Domain Adaptation > Domain Generalization
VizWiz-Classification
VGG-16
http://arxiv.org/abs/1409.1556v6
Accuracy - Corrupted Images
28.5
Domain Adaptation > Domain Generalization
VizWiz-Classification
VGG-16
http://arxiv.org/abs/1409.1556v6
Accuracy - Clean Images
39.5
Domain Adaptation > Domain Generalization
VizWiz-Classification
ResNet-18 (lpf5)
https://arxiv.org/abs/1904.11486v2
Accuracy - All Images
34.7
Domain Adaptation > Domain Generalization
VizWiz-Classification
ResNet-18 (lpf5)
https://arxiv.org/abs/1904.11486v2
Accuracy - Corrupted Images
27.7
Domain Adaptation > Domain Generalization
VizWiz-Classification
ResNet-18 (lpf5)
https://arxiv.org/abs/1904.11486v2
Accuracy - Clean Images
38.9
Domain Adaptation > Domain Generalization
VizWiz-Classification
VGG-16 (lpf5)
https://arxiv.org/abs/1904.11486v2
Accuracy - All Images
34.5
Domain Adaptation > Domain Generalization
VizWiz-Classification
VGG-16 (lpf5)
https://arxiv.org/abs/1904.11486v2
Accuracy - Corrupted Images
27.8
Domain Adaptation > Domain Generalization
VizWiz-Classification
VGG-16 (lpf5)
https://arxiv.org/abs/1904.11486v2
Accuracy - Clean Images
39.4
Domain Adaptation > Domain Generalization
VizWiz-Classification
EfficientNet-B0
https://arxiv.org/abs/1905.11946v5
Accuracy - All Images
34.2
Domain Adaptation > Domain Generalization
VizWiz-Classification
EfficientNet-B0
https://arxiv.org/abs/1905.11946v5
Accuracy - Corrupted Images
27.4
Domain Adaptation > Domain Generalization
VizWiz-Classification
EfficientNet-B0
https://arxiv.org/abs/1905.11946v5
Accuracy - Clean Images
38.4
Domain Adaptation > Domain Generalization
VizWiz-Classification
VGG-13 BN
http://arxiv.org/abs/1409.1556v6
Accuracy - All Images
33.7