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Unsupervised Semantic Segmentation

태스크의 하위 분류와 논문·코드·평가·기법·데이터셋을 탐색하세요.

전체 기법전체 데이터셋
하위 태스크
1
평가표
18
보존된 평가 기록
97

Models that learn to segment each image (i.e. assign a class to every pixel) without seeing the ground truth labels.

<span style="color:grey; opacity: 0.6">( Image credit: SegSort: Segmentation by Discriminative Sorting of Segments )</span>

평가 결과

데이터셋과 평가 조건을 선택해 성능·논문·코드를 비교하세요. 보존된 Papers with Code 기록으로, 최신 순위는 아닙니다.

COCO-Stuff-27

원본 태스크: 10-shot image generation / Semantic Segmentation / Unsupervised Semantic Segmentation

평가 기록 29건

Cityscapes test

원본 태스크: 10-shot image generation / Semantic Segmentation / Unsupervised Semantic Segmentation

평가 기록 14건

ADE20K

원본 태스크: 10-shot image generation / Semantic Segmentation / Unsupervised Semantic Segmentation / Unsupervised Semantic Segmentation with Language-image Pre-training

평가 기록 13건

Cityscapes val

원본 태스크: 10-shot image generation / Semantic Segmentation / Unsupervised Semantic Segmentation / Unsupervised Semantic Segmentation with Language-image Pre-training

평가 기록 12건

COCO-Object

원본 태스크: 10-shot image generation / Semantic Segmentation / Unsupervised Semantic Segmentation / Unsupervised Semantic Segmentation with Language-image Pre-training

평가 기록 12건

COCO-Stuff-171

원본 태스크: 10-shot image generation / Semantic Segmentation / Unsupervised Semantic Segmentation / Unsupervised Semantic Segmentation with Language-image Pre-training

평가 기록 12건

PASCAL Context-59

원본 태스크: 10-shot image generation / Semantic Segmentation / Unsupervised Semantic Segmentation / Unsupervised Semantic Segmentation with Language-image Pre-training

평가 기록 12건

PASCAL VOC 2012 val

원본 태스크: 10-shot image generation / Semantic Segmentation / Unsupervised Semantic Segmentation

평가 기록 12건

PASCAL VOC

원본 태스크: 10-shot image generation / Semantic Segmentation / Unsupervised Semantic Segmentation / Unsupervised Semantic Segmentation with Language-image Pre-training

평가 기록 10건

PascalVOC-20

원본 태스크: 10-shot image generation / Semantic Segmentation / Unsupervised Semantic Segmentation / Unsupervised Semantic Segmentation with Language-image Pre-training

평가 기록 10건

Potsdam-3

원본 태스크: 10-shot image generation / Semantic Segmentation / Unsupervised Semantic Segmentation

평가 기록 8건

COCO-Stuff-3

원본 태스크: 10-shot image generation / Semantic Segmentation / Unsupervised Semantic Segmentation

평가 기록 6건

ImageNet-S-50

원본 태스크: 10-shot image generation / Semantic Segmentation / Unsupervised Semantic Segmentation

평가 기록 5건

COCO-Stuff-171

원본 태스크: 10-shot image generation / Semantic Segmentation / Unsupervised Semantic Segmentation

평가 기록 4건

COCO-Stuff-27

원본 태스크: 10-shot image generation / Semantic Segmentation / Unsupervised Semantic Segmentation / Unsupervised Semantic Segmentation with Language-image Pre-training

평가 기록 4건

COCO-Stuff-81

원본 태스크: 10-shot image generation / Semantic Segmentation / Unsupervised Semantic Segmentation

평가 기록 4건

PASCAL Context-60

원본 태스크: 10-shot image generation / Semantic Segmentation / Unsupervised Semantic Segmentation / Unsupervised Semantic Segmentation with Language-image Pre-training

평가 기록 4건

SUIM

원본 태스크: 10-shot image generation / Semantic Segmentation / Unsupervised Semantic Segmentation

평가 기록 4건

COCO-Stuff-15

원본 태스크: 10-shot image generation / Semantic Segmentation / Unsupervised Semantic Segmentation

평가 기록 3건

KITTI-STEP

원본 태스크: 10-shot image generation / Semantic Segmentation / Unsupervised Semantic Segmentation / Unsupervised Semantic Segmentation with Language-image Pre-training

평가 기록 3건

Cityscapes val

원본 태스크: 10-shot image generation / Semantic Segmentation / Unsupervised Semantic Segmentation

평가 기록 1건

COCO (Common Objects in Context)

원본 태스크: 10-shot image generation / Semantic Segmentation / Unsupervised Semantic Segmentation / Unsupervised Semantic Segmentation with Language-image Pre-training

평가 기록 1건

COCO-All

원본 태스크: 10-shot image generation / Semantic Segmentation / Unsupervised Semantic Segmentation

평가 기록 1건

COCO-Persons

원본 태스크: 10-shot image generation / Semantic Segmentation / Unsupervised Semantic Segmentation

평가 기록 1건

Dark Zurich

원본 태스크: 10-shot image generation / Semantic Segmentation / Unsupervised Semantic Segmentation

평가 기록 1건

ImageNet-S

원본 태스크: 10-shot image generation / Semantic Segmentation / Unsupervised Semantic Segmentation

평가 기록 1건

ImageNet-S-300

원본 태스크: 10-shot image generation / Semantic Segmentation / Unsupervised Semantic Segmentation

평가 기록 1건

Nighttime Driving

원본 태스크: 10-shot image generation / Semantic Segmentation / Unsupervised Semantic Segmentation

평가 기록 1건

PASCAL VOC 2007

원본 태스크: 10-shot image generation / Semantic Segmentation / Unsupervised Semantic Segmentation / Unsupervised Semantic Segmentation with Language-image Pre-training

평가 기록 1건

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