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Nuclei Classification on PanNuke (official three-fold splits)

75Precision (Neo)

Ours-H

Updated 19d ago

Evaluation Results

Method	Links
Ours-H 2026.03		75	78	76	77	80	78	69	71	70	63	62	62	49	42	45
CPP-Net 2026.03		74	67	70	74	70	72	60	57	58	57	49	53	41	36	38
PointNu-Net 2026.03		74	72	73	75	71	73	63	57	60	61	55	58	45	24	31
CellViT-SAM-H 2023.06		72	69	71	72	73	73	59	57	58	55	52	53	43	32	36
CellViT-H 2026.03		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
CellViT256 2023.06		69	70	69	68	71	70	59	58	58	53	51	52	39	35	37
STARDIST 2026.03		69	69	69	73	68	70	62	53	57	54	49	51	39	9	10
TSFD-Net 2023.06		60	71	65	56	58	57	59	58	57	55	49	53	33	40	43
Micro-Net 2023.06		59	66	62	63	54	58	59	46	52	50	45	47	23	17	19
Micro-Net 2026.03		59	66	62	63	54	58	59	46	52	50	45	47	23	17	19
HoVer-Net 2023.06		58	67	62	54	60	56	56	51	54	52	47	49	28	35	31
HoVer-Net 2026.03		58	67	62	54	60	56	56	51	54	52	47	49	28	35	31
Mask-RCNN 2023.06		55	63	59	52	52	52	46	54	50	42	43	42	17	30	22
Mask-RCNN 2026.03		55	63	59	52	52	52	46	54	50	42	43	42	17	30	22
DIST 2023.06		49	55	50	38	33	35	42	45	42	42	37	39	0	0	0
DIST 2026.03		49	55	50	38	33	35	42	45	42	42	37	39	0	0	0