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ResearchFormerly WizWand

Nuclei Detection on PanNuke (averaged across three splits)

0.88PrecisionCellViT-SAM-H

Evaluation results

Method	Links
CellViT-SAM-H2023.06		0.88	0.63	0.73
CellViT2562023.06		0.87	0.76	0.81
CellViT-SAM-H2023.06		0.87	0.78	0.82
CPP-Net2026.03		0.87	0.78	0.82
CellViT-SAM-H2023.06		0.86	0.78	0.82
CellViT2562023.06		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
CellViT2562023.06		0.85	0.76	0.8
STARDIST2026.03		0.85	0.8	0.82
TSFD-Net2023.06		0.84	0.87	0.85
CellViT-SAM-L2023.06		0.84	0.82	0.83
CellViT-SAM-H2023.06		0.84	0.81	0.83
CellViT2562023.06		0.84	0.75	0.79
CellViT-SAM-H2023.06		0.84	0.78	0.81
CellViT-SAM-H2023.06		0.84	0.8	0.82
CellViT-H2026.03		0.84	0.81	0.83
CellViT256 - Aug2023.06		0.83	0.82	0.82
CellViT2562023.06		0.83	0.82	0.82
CellViT-SAM-B2023.06		0.83	0.82	0.83
CellViT2562023.06		0.83	0.79	0.81
Hover-Net2021.11		0.82	0.79	0.8
HoVer-Net2023.06		0.82	0.79	0.8
CellViT256 - No-FC2023.06		0.82	0.83	0.82
HoVer-Net2026.03		0.82	0.79	0.8
Ours-H2026.03		0.82	0.84	0.83
PointNu-Net2021.11		0.81	0.81	0.81
PointNu-Net2026.03		0.81	0.81	0.81
CellViT256 - Raw2023.06		0.8	0.77	0.78
CellViT256 - Over2023.06		0.79	0.78	0.78
CellViT-Random2023.06		0.79	0.81	0.8
Micro-Net2021.11		0.78	0.82	0.8
Micro-Net2023.06		0.78	0.82	0.8
Micro-Net2026.03		0.78	0.82	0.8
M-RCNN2021.11		0.76	0.68	0.72
Mask-RCNN2023.06		0.76	0.68	0.72
Mask-RCNN2026.03		0.76	0.68	0.72
DIST2021.11		0.74	0.71	0.73
DIST2023.06		0.74	0.71	0.73
DIST2026.03		0.74	0.71	0.73