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ResearchFormerly WizWand

Nuclei Classification on PanNuke (official three-fold splits)

75Precision (Neo)Ours-H

Evaluation results

Method	Links
Ours-H2026.03		75	78	76	77	80	78	69	71	70	63	62	62	49	42	45
CPP-Net2026.03		74	67	70	74	70	72	60	57	58	57	49	53	41	36	38
PointNu-Net2026.03		74	72	73	75	71	73	63	57	60	61	55	58	45	24	31
CellViT-SAM-H2023.06		72	69	71	72	73	73	59	57	58	55	52	53	43	32	36
CellViT-H2026.03		72	69	71	72	73	73	59	57	58	55	52	53	43	32	36
STARDIST (ResNet50)2023.06		70	66	68	71	66	68	58	58	58	54	49	51	39	34	36
STARDIST (ResNet50)2023.06		69	69	69	73	68	70	62	53	57	54	49	51	39	9	10
CellViT2562023.06		69	70	69	68	71	70	59	58	58	53	51	52	39	35	37
STARDIST2026.03		69	69	69	73	68	70	62	53	57	54	49	51	39	9	10
TSFD-Net2023.06		60	71	65	56	58	57	59	58	57	55	49	53	33	40	43
Micro-Net2023.06		59	66	62	63	54	58	59	46	52	50	45	47	23	17	19
Micro-Net2026.03		59	66	62	63	54	58	59	46	52	50	45	47	23	17	19
HoVer-Net2023.06		58	67	62	54	60	56	56	51	54	52	47	49	28	35	31
HoVer-Net2026.03		58	67	62	54	60	56	56	51	54	52	47	49	28	35	31
Mask-RCNN2023.06		55	63	59	52	52	52	46	54	50	42	43	42	17	30	22
Mask-RCNN2026.03		55	63	59	52	52	52	46	54	50	42	43	42	17	30	22
DIST2023.06		49	55	50	38	33	35	42	45	42	42	37	39	0	0	0
DIST2026.03		49	55	50	38	33	35	42	45	42	42	37	39	0	0	0