HyperAI

Domain Generalization On Imagenet C

المقاييس

Top 1 Accuracy

النتائج

نتائج أداء النماذج المختلفة على هذا المعيار القياسي

جدول المقارنة
اسم النموذجTop 1 Accuracy
when-vision-transformers-outperform-resnets48.9
amplitude-phase-recombination-rethinking-
metaformer-baselines-for-vision-
metaformer-baselines-for-vision-
understanding-the-robustness-in-vision67.7
global-filter-networks-for-image-
masked-autoencoders-are-scalable-vision-
pushpull-net-inhibition-driven-resnet-robust69.4
a-convnet-for-the-2020s-
fully-attentional-networks-with-self-emerging-169.2
metaformer-baselines-for-vision-
quality-agnostic-image-recognition-via-
amplitude-phase-recombination-rethinking-
dinov2-learning-robust-visual-features-
discrete-representations-strengthen-vision-1-
diffusion-based-adaptation-for-classification61
augmix-a-simple-data-processing-method-to-
dinov2-learning-robust-visual-features-
diffusion-based-adaptation-for-classification52.1
generalized-parametric-contrastive-learning-
dinov2-learning-robust-visual-features-
discrete-representations-strengthen-vision-1-
understanding-the-robustness-in-vision70.5
enhance-the-visual-representation-via-
improving-vision-transformers-by-revisiting-
dinov2-learning-robust-visual-features-
rethinking-the-design-principles-of-robust-
prime-a-few-primitives-can-boost-robustness55.0
rethinking-the-design-principles-of-robust-
quality-agnostic-image-recognition-via-
diffusion-based-adaptation-for-classification64.3
when-vision-transformers-outperform-resnets55
prime-a-few-primitives-can-boost-robustness56.4
metaformer-baselines-for-vision-
group-wise-inhibition-based-feature-
the-many-faces-of-robustness-a-critical-
imagenet-trained-cnns-are-biased-towards-
sequencer-deep-lstm-for-image-classification-
discrete-representations-strengthen-vision-1-
when-vision-transformers-outperform-resnets56.5
understanding-the-robustness-in-vision73.6
prime-a-few-primitives-can-boost-robustness59.9
pyramid-adversarial-training-improves-vit-
metaformer-baselines-for-vision-
benchmarking-neural-network-robustness-to-2-
rethinking-the-design-principles-of-robust-
pyramid-adversarial-training-improves-vit-