Nuclei Classification on PanNuke (official three-fold splits) benchmark leaderboard · SOTA2 Research

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