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Long-tail Learning

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전체 기법전체 데이터셋
하위 태스크
1
평가표
20
보존된 평가 기록
421

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.

평가 결과

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ImageNet-LT

원본 태스크: Generalized Few-Shot Learning / Long-tail Learning

평가 기록 69건

CIFAR-100-LT (ρ=100)

원본 태스크: Generalized Few-Shot Learning / Long-tail Learning

평가 기록 66건

CIFAR-10-LT (ρ=10)

원본 태스크: Generalized Few-Shot Learning / Long-tail Learning

평가 기록 50건

iNaturalist 2018

원본 태스크: Generalized Few-Shot Learning / Long-tail Learning

평가 기록 43건

CIFAR-100-LT (ρ=10)

원본 태스크: Generalized Few-Shot Learning / Long-tail Learning

평가 기록 31건

Places-LT

원본 태스크: Generalized Few-Shot Learning / Long-tail Learning

평가 기록 29건

CIFAR-10-LT (ρ=100)

원본 태스크: Generalized Few-Shot Learning / Long-tail Learning

평가 기록 28건

CIFAR-100-LT (ρ=50)

원본 태스크: Generalized Few-Shot Learning / Long-tail Learning

평가 기록 25건

MIMIC-CXR-LT

원본 태스크: Generalized Few-Shot Learning / Long-tail Learning

평가 기록 15건

NIH-CXR-LT

원본 태스크: Generalized Few-Shot Learning / Long-tail Learning

평가 기록 15건

COCO-MLT

원본 태스크: Generalized Few-Shot Learning / Long-tail Learning

평가 기록 13건

VOC-MLT

원본 태스크: Generalized Few-Shot Learning / Long-tail Learning

평가 기록 13건

CIFAR-10-LT (ρ=50)

원본 태스크: Generalized Few-Shot Learning / Long-tail Learning

평가 기록 8건

ImageNet-GLT

원본 태스크: Generalized Few-Shot Learning / Long-tail Learning

평가 기록 6건

AWA-LT

원본 태스크: Generalized Few-Shot Learning / Long-tail Learning / Long-tail learning with class descriptors

평가 기록 5건

CUB-LT

원본 태스크: Generalized Few-Shot Learning / Long-tail Learning / Long-tail learning with class descriptors

평가 기록 5건

ImageNet-LT-d

원본 태스크: Generalized Few-Shot Learning / Long-tail Learning / Long-tail learning with class descriptors

평가 기록 5건

SUN-LT

원본 태스크: Generalized Few-Shot Learning / Long-tail Learning / Long-tail learning with class descriptors

평가 기록 5건

EGTEA

원본 태스크: Generalized Few-Shot Learning / Long-tail Learning

평가 기록 3건

CIFAR-10-LT (ρ=200)

원본 태스크: Generalized Few-Shot Learning / Long-tail Learning

평가 기록 2건

CIFAR-100-LT (ρ=200)

원본 태스크: Generalized Few-Shot Learning / Long-tail Learning

평가 기록 2건

CelebA-5

원본 태스크: Generalized Few-Shot Learning / Long-tail Learning

평가 기록 1건

Lot-insts

원본 태스크: Generalized Few-Shot Learning / Long-tail Learning

평가 기록 1건

mini-ImageNet-LT

원본 태스크: Generalized Few-Shot Learning / Long-tail Learning

평가 기록 1건

출처: Papers with Code · CC BY-SA 4.0. 아카이브 자료와 새로 수집한 논문은 별도로 관리합니다.