Nucleus Instance Segmentation on PanNuke benchmark leaderboard · SOTA2 Research

Nucleus Instance Segmentation on PanNuke

74.17Adrenal bPQNuNext

Evaluation Results

Method	Links
NuNext2026.03		74.17	54.64	69.53	48.97	75.05	62.01	69.25	54.32	70.67	53.18	63.59	49.69	71.29	58.76	68.59	50.83	72.77	59.11	74.73	54.25	68.13	46.54	70.77	58.05	70.05	52.54	71.54	57.19	65.55	42.92	73.14	50.49	72.3	54.47	76	49.11	69.41	48.86	70.87	52.94
Cell-DETR2026.03		73.01	54.28	69.33	48.05	73.35	62.12	68.31	53.69	70.65	51.68	61.38	47.92	70	57.2	65.93	48.76	71.83	57.56	72.83	54.6	66.17	43.89	69.64	57.39	70.06	52.66	70.18	55.63	64.59	44.16	71.5	46.06	71	54.77	74.07	48.66	66.78	46.54	69.51	51.87
DPA-P2PNet2026.03		73	51.71	69.7	49.08	72.89	59.88	68.74	54.64	70.22	49.24	61.1	47.71	69.06	57.63	65.8	49.03	71.55	57.11	73.85	52.91	67.05	44.54	70.35	54.69	68.14	49.73	70.25	53.98	66.48	44.71	72.59	47.59	71.36	55.25	73.85	47.46	67.94	49.58	69.68	51.39
PointNu-Net2026.03		72.19	51.54	66.72	46.27	73.7	62.33	66.88	51.39	68.58	51.26	59	45.94	67.84	55.34	64.51	47.43	69.86	54.66	72.34	52.69	65.04	42.95	69.18	55.43	67.42	51.61	68.9	52.9	62.93	42.73	71.71	48.18	69.83	55.05	71.19	46.99	66.97	45.85	68.15	50.55
CellViT-H2026.03		71.05	51.73	67.33	47.77	70.69	56.83	67.75	52.79	69.77	52.02	60.55	46.06	67.61	54.74	64.99	47.25	72.24	57.11	72.71	52.29	64.39	43.75	67.93	55.66	68.46	50.52	70.46	55.1	65.89	44.09	72.18	50.07	69.37	53.64	71.56	46.15	67.6	46.66	68.56	50.75
Hover-Net2026.03		70.07	49.06	65.84	44.97	70.68	57.22	65.95	51.77	67.14	47.43	57.13	42.43	66.25	52.88	60.78	44.6	68.26	52.37	70.64	49.33	63.07	39.33	67.36	53.58	65.62	49.14	68.26	53.68	63.28	39.34	70.47	48.3	70.28	53.07	71.28	41.74	66.03	46.47	66.76	48.25
CPP-Net2026.03		69.32	49.84	65.73	44.93	70.3	58.2	66.86	51.38	68.49	51.33	57.62	43.56	67.01	54.23	63.96	46.83	69.97	53.74	70.41	50.54	63.79	43.2	67.74	55.36	67.07	48.12	67.7	53.63	62.85	42.76	69.32	45.16	68.18	49.87	70.38	44.07	66.57	45.46	67.01	49.06