CAR

Reported on 4 benchmarks across 1 task · 1 paper

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision4 results

Image Classificationonmini WebVision 1.0
ImageNet Top-1 Accuracy· 2021-08-18
74.09
best: 82.56 (LRA-diffusion (CLIP ViT))
Confidence Adaptive Regularization for Deep Learning with Noisy Labels arXiv:2108.08212
Image Classificationonmini WebVision 1.0
ImageNet Top-5 Accuracy· 2021-08-18
92.09
best: 97.24 (RTE (Inception-ResNet-v2))
Confidence Adaptive Regularization for Deep Learning with Noisy Labels arXiv:2108.08212
Image Classificationonmini WebVision 1.0
Top-1 Accuracy· 2021-08-18
77.41
best: 84.16 (LRA-diffusion (CLIP ViT))
Confidence Adaptive Regularization for Deep Learning with Noisy Labels arXiv:2108.08212
Image Classificationonmini WebVision 1.0
Top-5 Accuracy· 2021-08-18
92.25
best: 94.84 (PSSCL (130 epochs))
Confidence Adaptive Regularization for Deep Learning with Noisy Labels arXiv:2108.08212