KiTS19 Results

Place	Team Affiliation	Composite Dice	Kidney Dice	Tumor Dice	File	Significance (α = 0.05)
1	Fabian Isensee and Klaus H. Maier-Hein DKFZ	0.9123	0.9737	0.8509
2	Xiaoshuai Hou et al. PingAn Technology	0.9064	0.9674	0.8454
3	Guangrui Mu et al. Shanghai United Imaging Intelligence Inc	0.9025	0.9729	0.8321
4	Yao Zhang et al. AI Lab, Lenovo Research	0.9024	0.9742	0.8306
5	Jun Ma Nanjing University of Science and Technology	0.8994	0.9734	0.8254
6	Shuolin Liu AnHui University	0.8987	0.9742	0.8231
7	Wszhao_fdu Freedom University	0.8961	0.9741	0.8181
8	Yu Li Nanjing University of Science and Technology	0.8939	0.9717	0.8161
9	Andriy Myronenko and Ali Hatamizadeh NVIDIA	0.8923	0.9742	0.8103
10	Ball Chen Independent Researcher	0.8920	0.9701	0.8140
11	Ting Wu Nanjing University	0.8887	0.9690	0.8083
12	Shaofeng Yuan et al. Shanghai United Imaging	0.8846	0.9670	0.8021
13	Chuanxia Wang et al. Key Laboratory of Computer Network and Information Integration	0.8813	0.9743	0.7883
14	Alzbeta Tureckova et al. Tomas Bata University	0.8796	0.9663	0.7929
15	J. B. Graham-Knight et al. University of British Columbia	0.8729	0.9620	0.7839
16	Qingyi Tao et al. None	0.8638	0.9635	0.7641
17	Richard McKinley et al. Bern University Hospital	0.8628	0.9512	0.7745
18	Yading Yuan Icahn School of Medicine at Mount Sinai	0.8594	0.9663	0.7526
19	Huai Chen et al. Shanghai Jiao Tong University	0.8587	0.9655	0.7520
20	Adel Zakirov Independent Researcher	0.8586	0.9759	0.7414
21	Yi-Chin Tsai and Yung-Nien Sun National Cheng Kung University	0.8586	0.9639	0.7533
22	Lei Li et al. Xiamen University	0.8533	0.9691	0.7374
23	Gianmarco Santini et al. Keosys Medical Imaging	0.8525	0.9627	0.7424
24	Xueying Chen and Chao Xu University of Science and Technology of China	0.8486	0.9680	0.7292
25	Yuichi Ito et al. DNP	0.8479	0.9659	0.7298
26	Yu Wu et al. None	0.8426	0.9645	0.7207
27	Xiaomeng Li et al. The Chinese University of Hong Kong	0.8378	0.9540	0.7216
28	Zhang Yiwen Southern Medical University	0.8371	0.9630	0.7112
29	Chengwei Su and Bo Du Wuhan University	0.8371	0.9692	0.7049
30	Yubai Liu et al. Shenzhen Institutes of Advanced Technology	0.8331	0.9357	0.7305
31	Jian Zhang et al. Nanjing University	0.8322	0.9550	0.7093
32	AiQing Wen et al. South China University of Technology	0.8312	0.9431	0.7194
33	Sungwon Ham et al. University of Ulsan	0.8307	0.9633	0.6981
34	XueJian HE et al. Hong Kong Applied Science and Technology Research Institute	0.8243	0.9474	0.7012
35	Hamid Ali et al. Rediminds Research	0.8242	0.9390	0.7094
36	Pengxin Yu et al. InferVision Inc.	0.8242	0.9612	0.6872
37	Du Bang et al. Zhejiang University	0.8240	0.9731	0.6749
38	Dmitry A. Konovalov et al. James Cook University	0.8188	0.9638	0.6738
39	Vikas Kumar Anand et al. Indian Institute of Technology Madras	0.8185	0.9542	0.6828
40	Zhe Meng University of Hong Kong	0.8184	0.9698	0.6670
41	Jae-Hun Kim et al. Samsung Medical Center	0.8121	0.9453	0.6789
42	MengLei Jiao and Hong Liu Beijing Key Laboratory of Mobile Computing and Pervasive Device Institute of Computing Technology	0.8116	0.9624	0.6608
43	Hao Wei et al. Chinese University of Hong Kong	0.8112	0.9459	0.6765
44	Xiaoyu Hao University of Science and Technology of China	0.8109	0.9471	0.6748
45	Yue Zhang et al. Southern University of Science and Technology	0.8109	0.9711	0.6507
46	Zhen Yu et al. HK PolyU	0.7986	0.9492	0.6480
47	Bharadwaj Kss and Vivek Pawar Endimension Technology Private Limited	0.7940	0.9249	0.6631
48	Qikui Zhu et al. Wuhan University	0.7880	0.9518	0.6242
49	Pan Chen et al. Digital China Health Technologies Co.	0.7792	0.9266	0.6318
50	Jason L Causey et al. Arkansas State University	0.7784	0.9470	0.6099
51	Sulaiman Vesal et al. Friedrich-Alexander-Universität	0.7732	0.9417	0.6048
52	Gabriel E. Humpire-Mamani Radboud University Medical Center	0.7723	0.9310	0.6137
53	Kequan Zhu et al. Independent Researchers	0.7685	0.9448	0.5921
54	Poria Moradi et al. Sharif University of Technology	0.7643	0.9480	0.5806
55	Yi Lv and Junchen Wang Beihang University	0.7633	0.9492	0.5774
56	Liyan Sun et al. Xiamen University	0.7611	0.9417	0.5805
57	Zongwei Zhou and Jianming Liang Arizona State University	0.7585	0.9346	0.5825	*
58	XueJian HE et al. The Hong Kong Applied Science and Technology Research Institute Company Limited	0.7581	0.9590	0.5572
59	Satoshi Kondo Independent Researcher	0.7560	0.9324	0.5796
60	Chanh D.Tr. Nguyen et al. FWI FPT Software	0.7524	0.9390	0.5658
61	Junghyun Lee et al. KAIST	0.7455	0.9365	0.5545
62	Navdeep Dahiya and Alok Sharma Georgia Institute of Technology	0.7414	0.9290	0.5537
63	Cong Chen et al. Huiying Medical Technology Co	0.7374	0.8925	0.5823
64	Ilyas Sirazitdinov and Bulat Ibragimov Innopolis University	0.7349	0.9234	0.5464
65	Songxiong Wu et al. Shenzhen University	0.7203	0.9358	0.5049
66	Zhusi Zhong et al. Xidian University	0.7190	0.9035	0.5345
67	Tung-I Chen et al. National Taiwan University	0.7170	0.9229	0.5111
68	Lin Qi et al. Northeastern University China	0.7142	0.8808	0.5475
69	Jianhong Cheng et al. Central South University	0.7134	0.9133	0.5136
70	Bing Han et al. Independent Researchers	0.7112	0.9314	0.4910
71	Junqiang chen Independent Researcher	0.7094	0.9454	0.4733
72	Zhan Wei HangZhou DianZi University	0.7086	0.9524	0.4648
73	Jianping Hunag and Zefang Lin South China Normal University	0.7072	0.9021	0.5122
74	Chen Shen et al. Nagoya University	0.7051	0.8660	0.5443
75	Minh H. Vu et al. Umeå University	0.7013	0.8821	0.5204
76	Dominik Müller and Frank Kramer University of Augsburg	0.6946	0.9202	0.4689
77	Muhammad Usman Akbar et al. PAVAS	0.6870	0.9318	0.4421
78	D.Sabarinathan et al. Couger Inc	0.6671	0.9255	0.4088
79	Laura Daza et al. Universidad de los Andes	0.6668	0.8603	0.4733
80	Yusuke Takeuchi IBM Corporation	0.6661	0.9203	0.4119	*
81	Han Wenzhong and Kang Li Shenzhen University	0.6617	0.8094	0.5140
82	Prabod Rathnayaka et al. La Trobe University	0.6469	0.8609	0.4329
83	Rochan Sharma and Kiran Chaudhari Reliance Industries Limited	0.6422	0.8907	0.3937
84	Zhiying Cui Sun Yat-sen University	0.6221	0.8193	0.4249
85	Jamie A. O'Reilly et al. Rangsit University	0.6206	0.8455	0.3958
86	Seyed Raein Hashemi et al. Brigham and Women's Hospital	0.5988	0.8398	0.3578
87	Olmo Zavala-Romero et al. University of Miami	0.5909	0.8610	0.3208
88	Dmitry Retinskiy and Tatiana Khanova Nizhny Novgorod	0.5771	0.8321	0.3221
89	Pengchong Qiao et al. Nankai University	0.5745	0.8217	0.3274
90	Mustafa Arikan Medical University of Vienna	0.5697	0.9106	0.2287	*
91	Yucheng Hu et al. Nanjing Normal University	0.5616	0.8610	0.2622
92	Iwan Paolucci University of Bern	0.5612	0.9227	0.1998
93	Yanen Guo Zhongan Technology	0.5460	0.8814	0.2106	*
94	Joseph Chen and Benson Jin Independent Researchers	0.5358	0.8381	0.2334
95	Marie Kloenne et al. AICURA medical	0.5296	0.7934	0.2658
96	Yuliia Kamkova et al. Oslo University Hospital	0.5003	0.7745	0.2260
97	T Les et al. Independent Researchers	0.3994	0.6668	0.1320
98	Nasim Nasiri et al. Shahed University	0.3993	0.6811	0.1176
99	Bin Yan Beijing Institute of Technology	0.2351	0.4703	0.0000
100	Mohammad Arafat Hussain University of British Columbia	0.2014	0.4027	0.0000

*Teams without a manuscript icon requested that their manuscript be withdrawn