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Nuclei Detection on PanNuke (averaged across three splits)

0.88Precision

CellViT-SAM-H

Updated 4d ago

Evaluation Results

Method	Links
CellViT-SAM-H 2023.06		0.88	0.63	0.73
CellViT256 2023.06		0.87	0.76	0.81
CellViT-SAM-H 2023.06		0.87	0.78	0.82
CellViT-SAM-H 2023.06		0.86	0.78	0.82
CellViT256 2023.06		0.86	0.6	0.71
STARDIST (ResNet50) 2023.06		0.85	0.8	0.82
STARDIST (ResNet50) 2023.06		0.85	0.79	0.82
CellViT256 2023.06		0.85	0.76	0.8
TSFD-Net 2023.06		0.84	0.87	0.85
CellViT-SAM-L 2023.06		0.84	0.82	0.83
CellViT-SAM-H 2023.06		0.84	0.81	0.83
CellViT256 2023.06		0.84	0.75	0.79
CellViT-SAM-H 2023.06		0.84	0.78	0.81
CellViT-SAM-H 2023.06		0.84	0.8	0.82
CellViT256 - Aug 2023.06		0.83	0.82	0.82
CellViT256 2023.06		0.83	0.82	0.82
CellViT-SAM-B 2023.06		0.83	0.82	0.83
CellViT256 2023.06		0.83	0.79	0.81
Hover-Net 2021.11		0.82	0.79	0.8
HoVer-Net 2023.06		0.82	0.79	0.8
CellViT256 - No-FC 2023.06		0.82	0.83	0.82
PointNu-Net 2021.11		0.81	0.81	0.81
CellViT256 - Raw 2023.06		0.8	0.77	0.78
CellViT256 - Over 2023.06		0.79	0.78	0.78
CellViT-Random 2023.06		0.79	0.81	0.8
Micro-Net 2021.11		0.78	0.82	0.8
Micro-Net 2023.06		0.78	0.82	0.8
M-RCNN 2021.11		0.76	0.68	0.72
Mask-RCNN 2023.06		0.76	0.68	0.72
DIST 2021.11		0.74	0.71	0.73
DIST 2023.06		0.74	0.71	0.73