Cell detection

Benchmarks

Dataset Name	SOTA Method	Metric
Raabin-WBC HCM to LCM domain adaptation (test)		mAP@5075	20	4d ago
AS-OCT		Precision (Point)95.83	15	4d ago
CytoDArk0 (test)	CellMamba	mAP53.3	14	4d ago
CoNSeP (test)	CellMamba	mAP25.7	14	4d ago
BRCA-M2C (test)	MCSpatNet + TMCCG	F1 Score (Inflammatory)67.8	14	4d ago
C2C12 FGF2 condition	Fully supervised	F-score96.2	12	4d ago
HSC	Fully supervised	F-score99.8	6	4d ago
C2C12 BMP2 condition	Fully supervised	F-score97.8	6	4d ago
C2C12 Control condition	Fully supervised	F-score0.922	6	4d ago
BCData		Precision0.869	4	4d ago
OCELOT (test)	Pred-to-inter-2	F1 Score71.23	4	4d ago
OCELOT (val)	Pred-to-inter-2	F1 Score72.68	4	4d ago
C2C12	SCDTC	F1 Score (Control)75.6	4	4d ago
DSB 2018	StarDist	AP @ IoU=0.5086.41	4	4d ago
TRAGEN	StarDist	AP (IoU=0.50)99.84	4	4d ago
TOY	U-Net	AP @ IoU=0.5099.98	4	4d ago
CytoDArk 0	CellMamba	Precision0.869	3	4d ago
CoNSeP	CellViT	Precision63.2	3	4d ago
MITOS-ATYPIA 14 (5-fold)	PU learning for cell detection	Average Recall77.1	3	4d ago
HeLa	Deep-Cell-Tracking-EBB	Score0.989	2	4d ago
U373	Deep-Cell-Tracking-EBB	Score97.9	2	4d ago
GOWT1	Deep-Cell-Tracking-EBB	Score0.97	2	4d ago

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