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Nuclei Classification on PanNuke

73Neoplastic F1 Score

PointNu-Net

Updated 21d ago

Evaluation Results

Method	Links
PointNu-Net 2021.11		73	74	72	75	71	73	63	57	60	61	55	58	45	24	31	-	-	-	-	-
CellNuc-DETR 2025.10		72	-	-	-	-	-	-	-	60	-	-	56	-	-	45	-	-	74	84	61.8
CellViT-SAM-H 2024.08		71	72	69	-	-	-	59	57	58	55	52	53	43	32	36	72	73	73	-	-
NuLite-H 2024.08		71	70	71	-	-	-	60	57	58	54	52	53	48	30	37	72	74	73	-	-
KongNet 2025.10		71	-	-	-	-	-	-	-	72	-	-	70	-	-	59	-	-	65	84	67.4
NuLite-H 2025.10		71	-	-	-	-	-	-	-	58	-	-	53	-	-	37	-	-	73	83	58.4
CellViT-SAM-H 2025.10		71	-	-	-	-	-	-	-	58	-	-	53	-	-	36	-	-	73	83	58.2
NuLite-T 2024.08		70	68	71	-	-	-	59	56	57	52	52	52	44	30	36	72	72	72	-	-
NuLite-M 2024.08		70	70	71	-	-	-	58	58	58	54	51	52	48	30	37	71	75	73	-	-
CellViT256 2024.08		69	69	70	-	-	-	59	58	58	53	51	52	39	35	37	68	71	70	-	-
STARDIST 2025.10		69	-	-	-	-	-	-	-	57	-	-	51	-	-	10	-	-	70	82	51.4
DualU-Net 2025.10		66	-	-	-	-	-	-	-	58	-	-	52	-	-	36	-	-	61	80	54.8
HoVer-UNet 2024.08		64	59	69	-	-	-	55	52	53	52	45	48	21	16	18	57	67	62	-	-
CellViT 2025.10		64	-	-	-	-	-	-	-	55	-	-	48	-	-	31	-	-	72	80	54
Micro-Net 2021.11		62	59	66	63	54	58	59	46	52	50	45	47	23	17	19	-	-	-	-	-
Hover-Net 2021.11		62	58	67	54	60	45	56	51	54	52	47	49	28	35	31	-	-	-	-	-
Micro-Net 2024.08		62	59	66	-	-	-	59	46	52	50	45	47	23	17	19	63	54	58	-	-
HoVer-Net 2024.08		62	58	67	-	-	-	56	51	54	52	47	49	28	35	31	54	60	56	-	-
HoVer-Net 2025.10		62	-	-	-	-	-	-	-	54	-	-	49	-	-	31	-	-	56	80	50.4
HoVer-NeXt 2025.10		61	-	-	-	-	-	-	-	66	-	-	56	-	-	53	-	-	55	76	58.2
M-RCNN 2021.11		59	55	63	52	52	52	46	54	50	42	43	42	17	30	22	-	-	-	-	-
Mask-RCNN 2024.08		59	55	63	-	-	-	46	54	50	42	43	42	17	30	22	52	52	52	-	-
DIST 2021.11		50	49	55	38	33	35	42	45	42	42	37	39	0	0	0	-	-	-	-	-
DIST 2024.08		50	49	55	-	-	-	42	45	42	42	37	39	0	0	0	38	33	35	-	-