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Nuclei Classification on PanNuke

74Neoplastic Precision

PointNu-Net

Updated 4d ago

Evaluation Results

Method	Links
PointNu-Net 2021.11		74	72	73	75	71	73	63	57	60	61	55	58	45	24	31	-	-	-
CellViT-SAM-H 2024.08		72	69	71	-	-	-	59	57	58	55	52	53	43	32	36	72	73	73
NuLite-M 2024.08		70	71	70	-	-	-	58	58	58	54	51	52	48	30	37	71	75	73
NuLite-H 2024.08		70	71	71	-	-	-	60	57	58	54	52	53	48	30	37	72	74	73
CellViT256 2024.08		69	70	69	-	-	-	59	58	58	53	51	52	39	35	37	68	71	70
NuLite-T 2024.08		68	71	70	-	-	-	59	56	57	52	52	52	44	30	36	72	72	72
Micro-Net 2021.11		59	66	62	63	54	58	59	46	52	50	45	47	23	17	19	-	-	-
Micro-Net 2024.08		59	66	62	-	-	-	59	46	52	50	45	47	23	17	19	63	54	58
HoVer-UNet 2024.08		59	69	64	-	-	-	55	52	53	52	45	48	21	16	18	57	67	62
Hover-Net 2021.11		58	67	62	54	60	45	56	51	54	52	47	49	28	35	31	-	-	-
HoVer-Net 2024.08		58	67	62	-	-	-	56	51	54	52	47	49	28	35	31	54	60	56
M-RCNN 2021.11		55	63	59	52	52	52	46	54	50	42	43	42	17	30	22	-	-	-
Mask-RCNN 2024.08		55	63	59	-	-	-	46	54	50	42	43	42	17	30	22	52	52	52
DIST 2021.11		49	55	50	38	33	35	42	45	42	42	37	39	0	0	0	-	-	-
DIST 2024.08		49	55	50	-	-	-	42	45	42	42	37	39	0	0	0	38	33	35