SOTA Nuclei Instance Segmentation benchmarks and papers with code

Benchmarks

Dataset Name	SOTA Method	Metric
PanNuke	MCTrans	Neoplastic Score84.22	39	1mo ago
CoNSeP	MR-PLIP	mPQ52.25	28	1mo ago
CoNSeP (test)	DSF-CNN	PQ0.597	26	1mo ago
CryoNuSeg (test)	Disco	DICE91.52	18	1mo ago
Kumar 1.0 (All)	Prompt Group-Aware Training	Dice84.78	15	1mo ago
PanNuke (target)	Disco	Dice82.97	14	1mo ago
MoNuSeg	Ours-H	AJI66.8	11	19d ago
CPM-17 (test)	GC-MHVN	DICE89.2	11	1mo ago
Kumar (test)	GC-MHVN	Dice Coefficient0.843	11	1mo ago
CRAG Dpath (test)	CAPL-Net (Proposed)	Dice0.785	8	1mo ago
Kumar 1.0 (Unseen)	TAFE + InsMix	AJI65.07	8	1mo ago
Kumar 1.0 (Seen)	TAFE + InsMix	Aggregate Jaccard Index61.98	8	1mo ago
MoNuSeg unseen organ 1.0 (test2)	CIA-Net	AJI63.06	8	1mo ago
MoNuSeg seen organ 1.0 (test)	CIA-Net	AJI0.6129	8	1mo ago
PanNuke Average over all tissues	CFR-SAM-H	bPQ69.55	7	19d ago
PanNuke Uterus	CFR-SAM-H	Boundary PQ67.54	7	19d ago
PanNuke Thyroid	CFR-SAM-H	bPQ72.93	7	19d ago
PanNuke Testis	CFR-SAM-H	bPQ71.57	7	19d ago
PanNuke Stomach	CFR-SAM-H	bPQ0.7155	7	19d ago
PanNuke Skin	CFR-SAM-H	bPQ67.77	7	19d ago
PanNuke Prostate	CFR-SAM-H	bPQ69.85	7	19d ago
PanNuke Pancreatic	CFR-SAM-H	bPQ69.25	7	19d ago
PanNuke Ovarian	CFR-SAM-H	bPQ0.6871	7	19d ago
PanNuke Lung	CFR-SAM-H	bPQ65.98	7	19d ago
PanNuke Liver	CFR-SAM-H	bPQ74.39	7	19d ago

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