Papers with Code · CC BY-SA 4.0
Long-tail Learning
Long-tailed learning, one of the most challenging problems in visual recognition, aims to train well-performing models from a large number of images that follow a long-tailed class distribution.
데이터셋
24개ImageNet-LTCIFAR-100-LT (ρ=100)CIFAR-10-LT (ρ=10)iNaturalist 2018CIFAR-100-LT (ρ=10)Places-LTCIFAR-10-LT (ρ=100)CIFAR-100-LT (ρ=50)MIMIC-CXR-LTNIH-CXR-LTCOCO-MLTVOC-MLTCIFAR-10-LT (ρ=50)ImageNet-GLTAWA-LTCUB-LTImageNet-LT-dSUN-LTEGTEACIFAR-10-LT (ρ=200)CIFAR-100-LT (ρ=200)CelebA-5Lot-instsmini-ImageNet-LT