Feature Space Augmentation for Long-Tailed Data

Benchmark Model Rank Results
image-classification-on-inaturalist-2018ResNet-101–Top-1 Accuracy: 68.39%
image-classification-on-inaturalist-2018ResNet-152–Top-1 Accuracy: 69.08%
image-classification-on-inaturalist-2018ResNet-50–Top-1 Accuracy: 65.91%
long-tail-learning-on-imagenet-ltOnline Feature Augmentation–Top-1 Accuracy: 35.3
long-tail-learning-on-inaturalist-2018Online Feature Augmentation–Top-1 Accuracy: 65.9%
long-tail-learning-on-places-ltOnline Feature Augmentation–Top-1 Accuracy: 36.4