# user institution mAP method update
1 Xiaoqiang Lu Xidian University 42.713 LS-DOD 2023-07-15
2 Xu Zhenyu DeepBlue Technology 42.524 cascade 2023-07-15
3 Junjie Liu Meituan 42.218 Multi-model 2023-07-15
4 hh 16322 PKU 42.215 DINO 2023-07-15
5 Xinya Qiu thu 42.194 1 2023-07-15
6 Qiang Gao BUPT 41.467 YOLO 2023-07-15
7 William Carter MIT CSAIL 41.214 GLADet 2023-07-15
8 zhe wang SNNU 40.708 1 2023-07-15
9 zhang ni 东华理工大学 40.658 demo 2023-07-15
10 Yi Zhao DJI Vison 40.633 rtmdet 2023-07-03
11 Wenjing Zhang THU 40.542 yolo 2023-07-15
12 Yingmei Li Zhejiang University 40.535 Co-DETRs 2023-07-13
13 Jiahui Zhu SJTU 40.529 dino 2023-07-15
14 Minghua Chen HKU 40.482 Drone-YOLOv7 2023-07-09
15 Ying Liu HUAWEI 40.446 ATTDet 2023-07-15
16 Guodong Zhao Shaanxi Normal University 40.355 625 2023-07-10
17 Ziyue Huang Beihang University 40.312 YOLOv8_ens 2023-07-15
18 Gou Tong XAUT 40.310 yolov8 2023-06-30
19 Jinhu Wu Baidu 40.247 yolov6v3.0 2023-06-30
20 Kun Li Tencent 40.222 CBNetv2 2023-07-04
21 Yudong Wang University of Science and Technology of China 40.214 DINO 2023-07-07
22 qiuyu huang Meituan 40.142 yolo 2023-07-15
23 Yuxin Wu 山东骏腾医疗科技有限公司 40.067 dino 2023-07-02
24 Qiushi Zhang Tsinghua University 39.996 yolov8 2023-07-01
25 Xiaodong Ma SuNing 39.950 DAM 2023-07-01
26 qq xue hh 39.856 yolo 2023-07-15
27 Baoying Chen Shenzhen University 39.847 detr 2023-07-12
28 qq xue hh 39.782 yolo 2023-07-14
29 Zihong Chen Peking University 39.774 YOLOV5X6 2023-07-07
30 song xin Beihang university 39.645 yolo 2023-07-15
31 wuyu cai PKU 39.571 dino 2023-07-14
32 hao hao PKU 39.536 yolo 2023-07-14
33 Xingyuan Li Dalian University of Technology 39.489 yolov8m 2023-06-19
34 Yuxing Li Xidian University 39.476 yolov7 2023-06-19
35 s y fudan university 39.470 y 2023-07-13
36 Lingyun Zhang South China University of Technology 39.426 r50 2023-06-17
37 cj cj hh 39.423 yolo 2023-07-12
38 lie feng Beihang university 39.139 yolo 2023-07-14
39 li xiao TAT 38.988 test 2023-07-12
40 shuai shuai tianjing university 38.769 yolo 2023-07-11
41 yu ling 北京航空航天大学 38.757 yolo 2023-07-11
42 Hongpu Zhang Beijing University of Posts and Telecommunications 38.166 1 2023-07-15
43 hangyue zhao Megvii 38.153 baseline-1 2023-07-06
44 hanhan tian BUPT 38.135 2 2023-07-15
45 xiao xiaoxiao GG 38.083 test 2023-07-03
46 Song Yang BUPT 38.020 8 2023-07-10
47 Sai Wang WHU 37.944 baseline 2023-06-30
48 Fuxing Leng No 37.941 VisDroneDet 2023-07-05
49 youwei zhang Beihang university 37.938 yolov7 2023-07-05
50 yong you xjtu 37.883 yolo 2023-07-11
51 liang hua GuangXi University 37.701 yolo 2023-07-15
52 laji xiao bupt 37.667 baseline 2023-07-05
53 Caocao Pan Meituan 37.437 yolo 2023-06-30
54 Xiandong Wang ocean university of china 37.159 baseline 2023-07-15
55 Song Lin 中信科移动 36.546 KMeans 2023-06-28
56 chenxu zhao NWPU 35.441 5 models 2023-07-14
57 Zeyang Zhao xi'an jiaotong university 35.145 baseline\r\n 2023-06-24
58 雅维 谭 北京联合大学 34.902 in-yolov5 2023-07-15
59 Zeren Sun Nanjing University of Science and Technology 34.888 yolo 2023-07-13
60 kun wang National University of Defense and Technology 34.553 cascade+wbf 2023-07-12
61 Zhang Yuxiang School of Artificial Intelligence, Xidian University 34.512 baseline 2023-06-19
62 Zongqing Zhao NUDT 34.425 test 2023-07-01
63 Qiaobin Lin Zhejiang Wanli University 34.422 CB-SOD 2023-06-25
64 Lu Ruize Nanjing University, Peking University 34.374 YOLO 2023-07-05
65 zhaodong wu 北京联合大学 34.048 yolov5 2023-07-11
66 chenglong zhang Northwestern Polytechnical University 33.694 you only look once 2023-07-03
67 Buyi Ling MEGVII 33.054 DETA 2023-06-16
68 wang shengwei CQUPT 32.679 DET 2023-06-18
69 Ling Pan Nanjing Tech University 32.460 dino 2023-07-10
70 HaeWoon Kim Hanyang University 32.337 ^^;;in 2023-07-03
71 HaeMoon Hanwha systems 32.246 HSC_DET 2023-07-14
72 xiaojiangke 32.196 fjyolo 2023-06-29
73 KIM kimkimkim person 32.143 ^^;;inS 2023-07-13
74 xin yang Beijing Institute of Technology 32.055 1 2023-07-11
75 Kun Kun WuHan University 32.013 cascade 2023-07-09
76 zong ming Dalian University of Technology 31.988 JJ-YOLO 2023-07-03
77 Xiao Zhao ByteDance 31.690 Yolo 2023-07-15
78 hu hanzheng NCU 31.651 YOLO-NSD 2023-07-14
79 Jing Wang Dalian Polytechnic University 31.548 YLYJ-YOLO 2023-07-12
80 hanzheng hu 南昌大学 31.540 YOLO-WSD 2023-07-15
81 crapbag 31.524 glip 2023-07-11
82 zhengnan jiang 南昌大学 31.310 YOLO-SOD 2023-07-03
83 jiahui Xiong NCU 31.294 YL 2023-07-10
84 halar Haleem University of Genova 30.952 tyolo 2023-07-13
85 veryvery 30.568 yolov8 2023-07-06
86 seongjae kim personal 30.553 ^^;;e 2023-06-27
87 Gong Xi BISTU 30.345 tph-yolov5 2023-07-03
88 Tao Chen Nanjing University of Science and Technology 30.270 test 2023-07-11
89 Tianyi Zhao buaa 30.088 yolov8 2023-07-02
90 Yifan Chen Tsinghua University 29.757 baseline test 2023-06-19
91 Chengchun Ruan Hainan University 29.704 UAV-YOLOv7 2023-07-15
92 Ice IceIce HCMUS 29.621 test 2023-06-22
93 hyeongchan ham corporation 28.752 yolov8 2023-06-30
94 Jiayue Wang BUCM 28.582 YOLO 2023-07-15
95 Zehong Huang Shenzhen University 28.450 DINO 2023-07-11
96 Lu Yang 西北工业大学 27.905 YOLOv6-3.0 2023-07-05
97 Yong Bai Hainan University 27.869 YOLOv8 2023-06-24
98 Haonan Tong Inspur 27.826 yolo\r\n 2023-07-14
99 Duong Tran Nguyen-Ngoc Sungkyunkwan University 27.599 yolov8 2023-06-21
100 tsuipo 北京航空航天大学 27.341 YOLO_baseline 2023-07-06
101 Yi yuxuan xidian university 27.132 Test 2023-06-27
102 Chuan Jin Hangzhou Dianzi University 26.979 DINO 2023-07-15
103 Xiu Zhang 山东科技大学 26.915 wgnb 2023-06-30
104 shichang fu Wuhan Institute of Technology 26.397 yolo 2023-06-24
105 meimei 26.381 wu 2023-06-29
106 Xie Youchen JIANGNAN UNIVERSITY 26.254 yolov5 2023-07-15
107 Xiaoyu Zhu Xidian University 26.167 JJGSYOLO_update 2023-07-10
108 KIM JUNHWA Dongguk univ 26.054 d 2023-07-15
109 cc ren DUT 25.801 JJJ-YOLO 2023-07-12
110 Shahid Siddiqui Applied Research Department 25.725 lvision 2023-07-13
111 xiao xiao Shandong Univercity Of Science And Technology 25.572 ss 2023-06-26
112 Liang Xin University 25.492 YOLOv5-C2f-BiFPN 2023-07-15
113 Pan Du Renmin University of China 24.894 yolov8 2023-07-15
114 xueyi Gao CT 24.882 Yolov5+bifpn 2023-07-14
115 li linxuan Jining Medical University 24.695 cs 2023-07-09
116 xiao zilong xidian university 24.647 yolov8 2023-07-07
117 junyang wang 西安电子科技大学 24.647 yolov8 2023-07-06
118 aodong peng xidian University 24.646 DETB 2023-06-18
119 Felice Franchini University of Bari 24.117 YOLOv8 2023-07-13
120 pl pl Northwestern Polytechnical University 23.894 baseline test 2023-06-28
121 Fang Jianyang Guangxi University 23.640 0 2023-07-14
122 yk w swust 23.603 yolov7l-3 2023-06-26
123 hongda l Northwestern Polytechnical University 23.281 2023-06-30
124 Qiang Gu Guizhou 23.213 dcyolo 2023-07-13
125 Min Gao Institutions: School of Artificial Intelligence, Xidian University, Xian, Shaanxi Province, China 22.343 yolov7 2023-07-09
126 jiekang feng tianjin 21.469 123 2023-07-09
127 Xiao Nan NanChang University 21.356 YOLOv7 2023-06-25
128 Jin Wang China Telecom Corporation Ltd. Data&AI Technology Company 21.227 yolov5 2023-07-07
129 Nihal 21.176 custom 2023-07-12
130 Dai Wei co-mall 20.907 ppyoloe+sahi 2023-07-15
131 jin yuelong starvision 20.117 test 2023-06-16
132 qihui xu SV 19.987 save 2023-06-27
133 Seunghan Park korea university of technology and education 19.295 yolov8 2023-07-10
134 文静 崔 山东中医药高等专科学校 18.863 123 2023-06-26
135 Zeyuan Li Anhui University 18.766 q2cw 2023-07-02
136 huishuai ge ZTYT 18.726 yolov8 base model 2023-06-27
137 Kibum Yun KAIST 15.117 DINO 2023-07-05
138 Jeongsoo Kim Sogang University 14.828 yolo 2023-07-15
139 HE HEZHIQIAN Dalian Ocean University 14.377 v5 2023-07-12
140 法舜 高 鲁东大学 11.678 wzc 2023-07-10
141 Kewei Liu Hangzhou Dianzi University 10.272 FBBR 2023-07-15
142 Wang Chaowei NWPU 10.143 DINO-VisDrone 2023-07-04
143 kefan chen Xidian University 10.017 重新处理结果转换 2023-07-15
144 渊诚 徐 大学 8.643 yolov5 2023-07-14
145 Soonyong Song ETRI 8.240 sample 2023-06-26
146 Guan Luo Dalian University of Technology 8.240 DINO 2023-07-04
147 Yuan Gao Wuhan University of Technology 7.367 Test 2023-06-26
148 Minghuan Li Chang‘an University 1.975 yolov7 2023-07-04
149 Shuohao Shi National University of Defense Technology 0.171 version_4_yolov8_189 2023-07-12
150 鑫 罗 CUG 0.112 YOLOv6_v3.0 1280*1280 2023-07-14
151 Sahadev Poudel Gachon University 0.053 DETRs 2023-07-04