Nuclei Segmentation and Classification on PanNuke v1 (test) benchmark leaderboard · SOTA2 Research

Nuclei Segmentation and Classification on PanNuke v1 (test)

0.5115mPQ (Adrenal Gland)PointNu-Net

Updated 5mo ago

Evaluation Results

Method	Links
PointNu-Net2021.11		0.5115	0.7134	0.4868	0.6814	0.6065	0.7226	0.5147	0.6709	0.5014	0.6899	0.4509	0.5945	0.5504	0.6766	0.4838	0.6546	0.5066	0.6912	0.5174	0.7314	0.4048	0.6352	0.5484	0.6863	0.4804	0.6791	0.5127	0.6854	0.4011	0.6494	0.4517	0.701	0.5334	0.7058	0.4508	0.7076	0.4846	0.6634	0.4957	0.6808
CPP-Net2021.11		0.4922	0.7031	0.465	0.6739	0.5932	0.7057	0.5066	0.6718	0.4779	0.688	0.4269	0.5888	0.541	0.6755	0.4667	0.6468	0.5092	0.7001	0.5099	0.7271	0.4234	0.6364	0.5276	0.6792	0.468	0.6742	0.5261	0.6903	0.3547	0.6192	0.4553	0.7043	0.4917	0.7006	0.4344	0.7094	0.479	0.6622	0.4817	0.6767
HoVer-Net2021.11		0.4812	0.6962	0.4714	0.6696	0.5792	0.7031	0.4902	0.647	0.4438	0.6652	0.4095	0.5575	0.5085	0.6427	0.453	0.6331	0.4424	0.6836	0.4974	0.7248	0.4004	0.6302	0.4863	0.6309	0.46	0.6491	0.5101	0.6615	0.3429	0.6234	0.4726	0.6886	0.4754	0.689	0.4315	0.6983	0.4393	0.6393	0.4629	0.6596
Micro-Net2021.11		0.4153	0.644	0.4124	0.6232	0.5357	0.6488	0.4407	0.6029	0.3795	0.6101	0.3414	0.4972	0.4668	0.6011	0.3668	0.5242	0.4165	0.6321	0.4365	0.6666	0.337	0.5588	0.4387	0.6013	0.4041	0.6074	0.4341	0.6049	0.3223	0.5817	0.3872	0.6293	0.4088	0.63	0.3712	0.6555	0.3965	0.5821	0.4059	0.6053
Mask-RCNN2021.11		0.347	0.5546	0.3536	0.5567	0.5065	0.6049	0.3882	0.5574	0.3402	0.5483	0.3122	0.4603	0.4311	0.5691	0.3946	0.5457	0.3553	0.5092	0.4103	0.6085	0.3182	0.5134	0.4337	0.5784	0.3624	0.546	0.3959	0.5789	0.2665	0.5021	0.3684	0.5976	0.3512	0.542	0.3037	0.5712	0.3683	0.5589	0.3688	0.5528
DIST2021.11		0.3442	0.5603	0.3614	0.5384	0.4463	0.5625	0.379	0.5466	0.3371	0.5309	0.2989	0.4508	0.3942	0.5295	0.3177	0.4764	0.3339	0.5727	0.3441	0.5818	0.2809	0.4978	0.3789	0.5289	0.3395	0.5343	0.381	0.5442	0.2627	0.508	0.3369	0.5553	0.3278	0.5548	0.2574	0.5596	0.3487	0.5246	0.3406	0.5346