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Semi-Supervised Semantic Segmentation

태스크의 하위 분류와 논문·코드·평가·기법·데이터셋을 탐색하세요.

전체 기법 전체 데이터셋

하위 태스크: 0
평가표: 45
보존된 평가 기록: 438

Models that are trained with a small number of labeled examples and a large number of unlabeled examples and whose aim is to learn to segment an image (i.e. assign a class to every pixel).

평가 결과

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Cityscapes 12.5% labeled

원본 태스크: Semantic Segmentation / Semi-Supervised Semantic Segmentation

평가 기록 33건

Pascal VOC 2012 12.5% labeled

원본 태스크: Semantic Segmentation / Semi-Supervised Semantic Segmentation

평가 기록 33건

Cityscapes 25% labeled

원본 태스크: Semantic Segmentation / Semi-Supervised Semantic Segmentation

평가 기록 30건

PASCAL VOC 2012 25% labeled

원본 태스크: Semantic Segmentation / Semi-Supervised Semantic Segmentation

평가 기록 27건

Cityscapes 50% labeled

원본 태스크: Semantic Segmentation / Semi-Supervised Semantic Segmentation

평가 기록 23건

Pascal VOC 2012 6.25% labeled

원본 태스크: Semantic Segmentation / Semi-Supervised Semantic Segmentation

평가 기록 19건

Cityscapes 6.25% labeled

원본 태스크: Semantic Segmentation / Semi-Supervised Semantic Segmentation

평가 기록 18건

PASCAL VOC 2012 1464 labels

원본 태스크: Semantic Segmentation / Semi-Supervised Semantic Segmentation

평가 기록 17건

PASCAL VOC 2012 92 labeled

원본 태스크: Semantic Segmentation / Semi-Supervised Semantic Segmentation

평가 기록 17건

PASCAL VOC 2012 183 labeled

원본 태스크: Semantic Segmentation / Semi-Supervised Semantic Segmentation

평가 기록 16건

PASCAL VOC 2012 732 labeled

원본 태스크: Semantic Segmentation / Semi-Supervised Semantic Segmentation

평가 기록 16건

PASCAL VOC 2012 366 labeled

원본 태스크: Semantic Segmentation / Semi-Supervised Semantic Segmentation

평가 기록 15건

Pascal VOC 2012 5% labeled

원본 태스크: Semantic Segmentation / Semi-Supervised Semantic Segmentation

평가 기록 14건

PASCAL VOC 2012 50%

원본 태스크: Semantic Segmentation / Semi-Supervised Semantic Segmentation

평가 기록 14건

Cityscapes 100 samples labeled

원본 태스크: Semantic Segmentation / Semi-Supervised Semantic Segmentation

평가 기록 13건

Pascal VOC 2012 2% labeled

원본 태스크: Semantic Segmentation / Semi-Supervised Semantic Segmentation

평가 기록 12건

SemanticKITTI

원본 태스크: Semantic Segmentation / Semi-Supervised Semantic Segmentation

평가 기록 12건

nuScenes

원본 태스크: Semantic Segmentation / Semi-Supervised Semantic Segmentation

평가 기록 11건

COCO 1/128 labeled

원본 태스크: Semantic Segmentation / Semi-Supervised Semantic Segmentation

평가 기록 9건

COCO 1/256 labeled

원본 태스크: Semantic Segmentation / Semi-Supervised Semantic Segmentation

평가 기록 9건

COCO 1/64 labeled

원본 태스크: Semantic Segmentation / Semi-Supervised Semantic Segmentation

평가 기록 9건

ScribbleKITTI

원본 태스크: Semantic Segmentation / Semi-Supervised Semantic Segmentation

평가 기록 9건

COCO 1/512 labeled

원본 태스크: Semantic Segmentation / Semi-Supervised Semantic Segmentation

평가 기록 8건

COCO 1/32 labeled

원본 태스크: Semantic Segmentation / Semi-Supervised Semantic Segmentation

평가 기록 7건

Pascal VOC 2012 1% labeled

원본 태스크: Semantic Segmentation / Semi-Supervised Semantic Segmentation

평가 기록 6건

ADE20K 1/16 labeled

원본 태스크: Semantic Segmentation / Semi-Supervised Semantic Segmentation

평가 기록 5건

ADE20K 1/32 labeled

원본 태스크: Semantic Segmentation / Semi-Supervised Semantic Segmentation

평가 기록 5건

Cityscapes 2% labeled

원본 태스크: Semantic Segmentation / Semi-Supervised Semantic Segmentation

평가 기록 3건

Cityscapes 5% labeled

원본 태스크: Semantic Segmentation / Semi-Supervised Semantic Segmentation

평가 기록 3건

Cityscapes 93 labeled

원본 태스크: Semantic Segmentation / Semi-Supervised Semantic Segmentation

평가 기록 3건

Pascal VOC 2012 50% labeled

원본 태스크: Semantic Segmentation / Semi-Supervised Semantic Segmentation

평가 기록 3건

Cityscapes with extra (no coarse labels)

원본 태스크: Semantic Segmentation / Semi-Supervised Semantic Segmentation

평가 기록 2건

PASCAL Context 12.5% labeled

원본 태스크: Semantic Segmentation / Semi-Supervised Semantic Segmentation

평가 기록 2건

PASCAL Context 25% labeled

원본 태스크: Semantic Segmentation / Semi-Supervised Semantic Segmentation

평가 기록 2건

Stanford 2D-3D

원본 태스크: Semantic Segmentation / Semi-Supervised Semantic Segmentation

평가 기록 2건

WoodScape

원본 태스크: Semantic Segmentation / Semi-Supervised Semantic Segmentation

평가 기록 2건

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