task_path stringlengths 3 199 ⌀ | dataset stringlengths 1 128 ⌀ | model_name stringlengths 1 223 ⌀ | paper_url stringlengths 21 601 ⌀ | metric_name stringlengths 1 50 ⌀ | metric_value stringlengths 1 9.22k ⌀ |
|---|---|---|---|---|---|
Domain Adaptation > Domain Generalization | VizWiz-Classification | ResNet-152 | http://arxiv.org/abs/1512.03385v1 | Accuracy - Clean Images | 51.3 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | ResNet-101 | http://arxiv.org/abs/1512.03385v1 | Accuracy - All Images | 46.3 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | ResNet-101 | http://arxiv.org/abs/1512.03385v1 | Accuracy - Corrupted Images | 40.5 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | ResNet-101 | http://arxiv.org/abs/1512.03385v1 | Accuracy - Clean Images | 50.1 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | EfficientNet-B6 (autoaug) | http://openaccess.thecvf.com/content_CVPR_2019/html/Cubuk_AutoAugment_Learning_Augmentation_Strategies_From_Data_CVPR_2019_paper.html | Accuracy - All Images | 45.8 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | EfficientNet-B6 (autoaug) | http://openaccess.thecvf.com/content_CVPR_2019/html/Cubuk_AutoAugment_Learning_Augmentation_Strategies_From_Data_CVPR_2019_paper.html | Accuracy - Corrupted Images | 39.3 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | EfficientNet-B6 (autoaug) | http://openaccess.thecvf.com/content_CVPR_2019/html/Cubuk_AutoAugment_Learning_Augmentation_Strategies_From_Data_CVPR_2019_paper.html | Accuracy - Clean Images | 50.7 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | EfficientNet-B5 (autoaug) | http://openaccess.thecvf.com/content_CVPR_2019/html/Cubuk_AutoAugment_Learning_Augmentation_Strategies_From_Data_CVPR_2019_paper.html | Accuracy - All Images | 45.7 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | EfficientNet-B5 (autoaug) | http://openaccess.thecvf.com/content_CVPR_2019/html/Cubuk_AutoAugment_Learning_Augmentation_Strategies_From_Data_CVPR_2019_paper.html | Accuracy - Corrupted Images | 39.8 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | EfficientNet-B5 (autoaug) | http://openaccess.thecvf.com/content_CVPR_2019/html/Cubuk_AutoAugment_Learning_Augmentation_Strategies_From_Data_CVPR_2019_paper.html | Accuracy - Clean Images | 50.2 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | EfficientNet-B3 (advprop+autoaug) | https://arxiv.org/abs/1911.09665v2 | Accuracy - All Images | 45.5 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | EfficientNet-B3 (advprop+autoaug) | https://arxiv.org/abs/1911.09665v2 | Accuracy - Corrupted Images | 39.8 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | EfficientNet-B3 (advprop+autoaug) | https://arxiv.org/abs/1911.09665v2 | Accuracy - Clean Images | 49.5 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | EfficientNet-B7 (autoaug) | http://openaccess.thecvf.com/content_CVPR_2019/html/Cubuk_AutoAugment_Learning_Augmentation_Strategies_From_Data_CVPR_2019_paper.html | Accuracy - All Images | 45 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | EfficientNet-B7 (autoaug) | http://openaccess.thecvf.com/content_CVPR_2019/html/Cubuk_AutoAugment_Learning_Augmentation_Strategies_From_Data_CVPR_2019_paper.html | Accuracy - Corrupted Images | 39.1 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | EfficientNet-B7 (autoaug) | http://openaccess.thecvf.com/content_CVPR_2019/html/Cubuk_AutoAugment_Learning_Augmentation_Strategies_From_Data_CVPR_2019_paper.html | Accuracy - Clean Images | 49.9 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | EfficientNet-B7 (randaug) | https://arxiv.org/abs/1909.13719v2 | Accuracy - All Images | 45 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | EfficientNet-B7 (randaug) | https://arxiv.org/abs/1909.13719v2 | Accuracy - Corrupted Images | 38.9 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | EfficientNet-B7 (randaug) | https://arxiv.org/abs/1909.13719v2 | Accuracy - Clean Images | 48.7 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | EfficientNet-B4 (autoaug) | http://openaccess.thecvf.com/content_CVPR_2019/html/Cubuk_AutoAugment_Learning_Augmentation_Strategies_From_Data_CVPR_2019_paper.html | Accuracy - All Images | 44.3 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | EfficientNet-B4 (autoaug) | http://openaccess.thecvf.com/content_CVPR_2019/html/Cubuk_AutoAugment_Learning_Augmentation_Strategies_From_Data_CVPR_2019_paper.html | Accuracy - Corrupted Images | 38.2 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | EfficientNet-B4 (autoaug) | http://openaccess.thecvf.com/content_CVPR_2019/html/Cubuk_AutoAugment_Learning_Augmentation_Strategies_From_Data_CVPR_2019_paper.html | Accuracy - Clean Images | 48.6 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | EfficientNet-B2 (advprop+autoaug) | https://arxiv.org/abs/1911.09665v2 | Accuracy - All Images | 44.3 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | EfficientNet-B2 (advprop+autoaug) | https://arxiv.org/abs/1911.09665v2 | Accuracy - Corrupted Images | 38.2 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | EfficientNet-B2 (advprop+autoaug) | https://arxiv.org/abs/1911.09665v2 | Accuracy - Clean Images | 48 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | ResNet-50 | http://arxiv.org/abs/1512.03385v1 | Accuracy - All Images | 42.9 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | ResNet-50 | http://arxiv.org/abs/1512.03385v1 | Accuracy - Corrupted Images | 37.1 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | ResNet-50 | http://arxiv.org/abs/1512.03385v1 | Accuracy - Clean Images | 47.7 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | EfficientNet-B5 | https://arxiv.org/abs/1905.11946v5 | Accuracy - All Images | 42.8 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | EfficientNet-B5 | https://arxiv.org/abs/1905.11946v5 | Accuracy - Corrupted Images | 37 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | EfficientNet-B5 | https://arxiv.org/abs/1905.11946v5 | Accuracy - Clean Images | 47.3 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | EfficientNet-B3 (autoaug) | http://arxiv.org/abs/1805.09501v3 | Accuracy - All Images | 42.6 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | EfficientNet-B3 (autoaug) | http://arxiv.org/abs/1805.09501v3 | Accuracy - Corrupted Images | 34.9 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | EfficientNet-B3 (autoaug) | http://arxiv.org/abs/1805.09501v3 | Accuracy - Clean Images | 47.5 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | EfficientNet-B1 (advprop+autoaug) | https://arxiv.org/abs/1911.09665v2 | Accuracy - All Images | 42.4 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | EfficientNet-B1 (advprop+autoaug) | https://arxiv.org/abs/1911.09665v2 | Accuracy - Corrupted Images | 36.2 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | EfficientNet-B1 (advprop+autoaug) | https://arxiv.org/abs/1911.09665v2 | Accuracy - Clean Images | 46.7 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | ResNet-50 (augmix) | https://arxiv.org/abs/1912.02781v2 | Accuracy - All Images | 42.2 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | ResNet-50 (augmix) | https://arxiv.org/abs/1912.02781v2 | Accuracy - Corrupted Images | 35.9 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | ResNet-50 (augmix) | https://arxiv.org/abs/1912.02781v2 | Accuracy - Clean Images | 46.4 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | EfficientNet-B5 (randaug) | https://arxiv.org/abs/1909.13719v2 | Accuracy - All Images | 42.1 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | EfficientNet-B5 (randaug) | https://arxiv.org/abs/1909.13719v2 | Accuracy - Corrupted Images | 35.5 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | EfficientNet-B5 (randaug) | https://arxiv.org/abs/1909.13719v2 | Accuracy - Clean Images | 47.3 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | ResNet-101 (lpf3) | https://arxiv.org/abs/1904.11486v2 | Accuracy - All Images | 41.7 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | ResNet-101 (lpf3) | https://arxiv.org/abs/1904.11486v2 | Accuracy - Corrupted Images | 35.7 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | ResNet-101 (lpf3) | https://arxiv.org/abs/1904.11486v2 | Accuracy - Clean Images | 46.1 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | EfficientNet-B4 | https://arxiv.org/abs/1905.11946v5 | Accuracy - All Images | 41.7 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | EfficientNet-B4 | https://arxiv.org/abs/1905.11946v5 | Accuracy - Corrupted Images | 35.6 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | EfficientNet-B4 | https://arxiv.org/abs/1905.11946v5 | Accuracy - Clean Images | 46.4 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | EfficientNet-B2 (autoaug) | http://arxiv.org/abs/1805.09501v3 | Accuracy - All Images | 41.6 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | EfficientNet-B2 (autoaug) | http://arxiv.org/abs/1805.09501v3 | Accuracy - Corrupted Images | 34.3 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | EfficientNet-B2 (autoaug) | http://arxiv.org/abs/1805.09501v3 | Accuracy - Clean Images | 45.8 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | ResNet-50 (lpf5) | https://arxiv.org/abs/1904.11486v2 | Accuracy - All Images | 41.5 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | ResNet-50 (lpf5) | https://arxiv.org/abs/1904.11486v2 | Accuracy - Corrupted Images | 35.2 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | ResNet-50 (lpf5) | https://arxiv.org/abs/1904.11486v2 | Accuracy - Clean Images | 45.3 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | ResNet-50 (deepaugment) | https://arxiv.org/abs/2006.16241v3 | Accuracy - All Images | 41.3 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | ResNet-50 (deepaugment) | https://arxiv.org/abs/2006.16241v3 | Accuracy - Corrupted Images | 34.9 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | ResNet-50 (deepaugment) | https://arxiv.org/abs/2006.16241v3 | Accuracy - Clean Images | 46 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | ResNet-101 (lpf2) | https://arxiv.org/abs/1904.11486v2 | Accuracy - All Images | 41.1 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | ResNet-101 (lpf2) | https://arxiv.org/abs/1904.11486v2 | Accuracy - Corrupted Images | 35.1 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | ResNet-101 (lpf2) | https://arxiv.org/abs/1904.11486v2 | Accuracy - Clean Images | 45.2 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | ResNet-101 (lpf5) | https://arxiv.org/abs/1904.11486v2 | Accuracy - All Images | 41 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | ResNet-101 (lpf5) | https://arxiv.org/abs/1904.11486v2 | Accuracy - Corrupted Images | 34.8 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | ResNet-101 (lpf5) | https://arxiv.org/abs/1904.11486v2 | Accuracy - Clean Images | 45.8 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | EfficientNet-B3 | https://arxiv.org/abs/1905.11946v5 | Accuracy - All Images | 40.7 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | EfficientNet-B3 | https://arxiv.org/abs/1905.11946v5 | Accuracy - Corrupted Images | 34.2 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | EfficientNet-B3 | https://arxiv.org/abs/1905.11946v5 | Accuracy - Clean Images | 45.3 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | EfficientNet-B0 (advprop+autoaug) | https://arxiv.org/abs/1911.09665v2 | Accuracy - All Images | 40.5 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | EfficientNet-B0 (advprop+autoaug) | https://arxiv.org/abs/1911.09665v2 | Accuracy - Corrupted Images | 34.2 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | EfficientNet-B0 (advprop+autoaug) | https://arxiv.org/abs/1911.09665v2 | Accuracy - Clean Images | 44.9 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | ResNet-50 (deepaugment+augmix) | https://arxiv.org/abs/2006.16241v3 | Accuracy - All Images | 40.3 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | ResNet-50 (deepaugment+augmix) | https://arxiv.org/abs/2006.16241v3 | Accuracy - Corrupted Images | 34.1 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | ResNet-50 (deepaugment+augmix) | https://arxiv.org/abs/2006.16241v3 | Accuracy - Clean Images | 44.5 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | ResNet-50 (lpf2) | https://arxiv.org/abs/1904.11486v2 | Accuracy - All Images | 40.3 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | ResNet-50 (lpf2) | https://arxiv.org/abs/1904.11486v2 | Accuracy - Corrupted Images | 33.4 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | ResNet-50 (lpf2) | https://arxiv.org/abs/1904.11486v2 | Accuracy - Clean Images | 45.1 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | ResNet-50 (lpf3) | https://arxiv.org/abs/1904.11486v2 | Accuracy - All Images | 40 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | ResNet-50 (lpf3) | https://arxiv.org/abs/1904.11486v2 | Accuracy - Corrupted Images | 34.3 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | ResNet-50 (lpf3) | https://arxiv.org/abs/1904.11486v2 | Accuracy - Clean Images | 44.7 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | ResNet-26-D | http://arxiv.org/abs/1812.01187v2 | Accuracy - All Images | 39.7 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | ResNet-26-D | http://arxiv.org/abs/1812.01187v2 | Accuracy - Corrupted Images | 35.8 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | ResNet-26-D | http://arxiv.org/abs/1812.01187v2 | Accuracy - Clean Images | 43.5 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | EfficientNet-B1 (autoaug) | http://arxiv.org/abs/1805.09501v3 | Accuracy - All Images | 39.7 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | EfficientNet-B1 (autoaug) | http://arxiv.org/abs/1805.09501v3 | Accuracy - Corrupted Images | 32.8 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | EfficientNet-B1 (autoaug) | http://arxiv.org/abs/1805.09501v3 | Accuracy - Clean Images | 44.4 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | ResNet-50 (SIN_IN_IN) | https://arxiv.org/abs/1811.12231v3 | Accuracy - All Images | 39.2 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | ResNet-50 (SIN_IN_IN) | https://arxiv.org/abs/1811.12231v3 | Accuracy - Corrupted Images | 32.4 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | ResNet-50 (SIN_IN_IN) | https://arxiv.org/abs/1811.12231v3 | Accuracy - Clean Images | 44.6 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | ResNet-50 (IN-C) | https://arxiv.org/abs/2007.00644v2 | Accuracy - All Images | 38.8 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | ResNet-50 (IN-C) | https://arxiv.org/abs/2007.00644v2 | Accuracy - Corrupted Images | 33.6 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | ResNet-50 (IN-C) | https://arxiv.org/abs/2007.00644v2 | Accuracy - Clean Images | 42.9 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | ResNet-50 (IN-C_brightness) | https://arxiv.org/abs/2007.00644v2 | Accuracy - All Images | 38.8 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | ResNet-50 (IN-C_brightness) | https://arxiv.org/abs/2007.00644v2 | Accuracy - Corrupted Images | 32.5 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | ResNet-50 (IN-C_brightness) | https://arxiv.org/abs/2007.00644v2 | Accuracy - Clean Images | 43.5 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | DenseNet121 (lpf5) | https://arxiv.org/abs/1904.11486v2 | Accuracy - All Images | 38.7 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | DenseNet121 (lpf5) | https://arxiv.org/abs/1904.11486v2 | Accuracy - Corrupted Images | 32 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | DenseNet121 (lpf5) | https://arxiv.org/abs/1904.11486v2 | Accuracy - Clean Images | 42.7 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | ResNet-34 (lpf2) | https://arxiv.org/abs/1904.11486v2 | Accuracy - All Images | 38.3 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | ResNet-34 (lpf2) | https://arxiv.org/abs/1904.11486v2 | Accuracy - Corrupted Images | 32.4 |
Domain Adaptation > Domain Generalization | VizWiz-Classification | ResNet-34 (lpf2) | https://arxiv.org/abs/1904.11486v2 | Accuracy - Clean Images | 42.8 |
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