Multi Tissue Nucleus Segmentation On Consep

Dice

Jaccard Index

평가 결과

이 벤치마크에서 각 모델의 성능 결과

모델 이름	Dice	Jaccard Index	PQ	Paper Title	Repository
HoVer-Net	0.853	0.571	0.547	HoVer-Net: Simultaneous Segmentation and Classification of Nuclei in Multi-Tissue Histology Images
GC-MHVN	0.855	0.576	0.559	MRL: Learning to Mix with Attention and Convolutions	-
PointNu-Net	0.822	0.56	0.545	PointNu-Net: Keypoint-assisted Convolutional Neural Network for Simultaneous Multi-tissue Histology Nuclei Segmentation and Classification
SONNET	0.844	0.586	0.540	SONNET: A Self-Guided Ordinal Regression Neural Network for Segmentation and Classification of Nuclei in Large-Scale Multi-Tissue Histology Images

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