Semantic Segmentation on PanNuke

Metric: PQ (higher is better)

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#	Model↕	PQ▼	Extra Data	Paper	Date↕	Code
1	LKCell	50.8	No	LKCell: Efficient Cell Nuclei Instance Segmentat...	2024-07-25	Code
2	CellViT-SAM-H	50.62	No	CellViT: Vision Transformers for Precise Cell Se...	2023-06-27	Code
3	TSFD	50.4	No	-	-	Code
4	NuLite-H	49.81	No	NuLite -- Lightweight and Fast Model for Nuclei ...	2024-08-03	Code

#1LKCellSOTA
50.8
PQ· 2024-07-25
LKCell: Efficient Cell Nuclei Instance Segmentation with Large Convolution Kernels Code
#2CellViT-SAM-HSOTA
50.62
PQ· 2023-06-27
CellViT: Vision Transformers for Precise Cell Segmentation and Classification Code
#3TSFD
50.4
PQ
No paperCode
#4NuLite-H
49.81
PQ· 2024-08-03
NuLite -- Lightweight and Fast Model for Nuclei Instance Segmentation and Classification Code