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Nuclei Segmentation and Classification on PanNuke v1 (test)

0.5115mPQ (Adrenal Gland)

PointNu-Net

Updated 4d ago

Evaluation Results

Method	Links
PointNu-Net 2021.11		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-Net 2021.11		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-Net 2021.11		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-Net 2021.11		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-RCNN 2021.11		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
DIST 2021.11		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