Cell detection

Benchmarks

Dataset Name	SOTA Method	Metric
Raabin-WBC HCM to LCM domain adaptation (test)		mAP@5075	20	5mo ago
AS-OCT		Precision (Point)95.83	15	5mo ago
CytoDArk0 (test)	CellMamba	mAP53.3	14	5mo ago
CoNSeP (test)	CellMamba	mAP25.7	14	5mo ago
BRCA-M2C (test)	MCSpatNet + TMCCG	F1 Score (Inflammatory)67.8	14	5mo ago
OCELOT (test)	DualGate-Net	F1 Score73.45	12	1mo ago
C2C12 FGF2 condition	Fully supervised	F-score96.2	12	5mo ago
OCELOT (val)	DualGate-Net	mF177.22	8	1mo ago
HSC	Fully supervised	F-score99.8	6	5mo ago
C2C12 BMP2 condition	Fully supervised	F-score97.8	6	5mo ago
C2C12 Control condition	Fully supervised	F-score0.922	6	5mo ago
BRCA (cross-dataset)	DualGate-Net (Cellness Gate)	F1 (Lymph)76.31	5	1mo ago
BCData		Precision0.869	4	5mo ago
C2C12	SCDTC	F1 Score (Control)75.6	4	5mo ago
DSB 2018	StarDist	AP @ IoU=0.5086.41	4	5mo ago
TRAGEN	StarDist	AP (IoU=0.50)99.84	4	5mo ago
TOY	U-Net	AP @ IoU=0.5099.98	4	5mo ago
CytoDArk 0	CellMamba	Precision0.869	3	5mo ago
CoNSeP	CellViT	Precision63.2	3	5mo ago
MITOS-ATYPIA 14 (5-fold)	PU learning for cell detection	Average Recall77.1	3	5mo ago
HeLa	Deep-Cell-Tracking-EBB	Score0.989	2	5mo ago
U373	Deep-Cell-Tracking-EBB	Score97.9	2	5mo ago
GOWT1	Deep-Cell-Tracking-EBB	Score0.97	2	5mo ago

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