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Leaderboard

Rank Institution Model name Date Paper FPS Hardware Meta Other AP AP50 AP75 AR1 AR10
1 VGD - HKUST - V Object Detection 03-Oct-2022 1 3080 0.3689 0.6235 0.3766 0.2177 0.4776
2 Peng yolov71 13-May-2023 12.699999809265137 RTX 3090 ✔ 0.3401 0.5658 0.3481 0.2069 0.4340
3 Nankai University Sea YOLOv5 28-Aug-2022 -1 ✔ 0.3368 0.5819 0.3370 0.1979 0.4631
4 University of Tuebingen Synth Pretrained Yolo5 23-Feb-2022 🔗 0.3321 0.5908 0.3188 0.1936 0.4277
5 University of Tuebingen Synth Pretrained RX101FPN 14-Feb-2022 🔗 0.3262 0.5920 0.3196 0.2050 0.4533
6 University of Tuebingen Yolo 5 23-Feb-2022 🔗 0.3119 0.5474 0.3068 0.1860 0.4115
7 University of Tuebingen Faster RCNN ResNeXt101FPN 01-Sep-2021 🔗 0.3040 0.5466 0.2939 0.1858 0.4255
8 Nankai University YOLOv5s 02-Sep-2022 🔗 -1 ✔ 0.2963 0.5240 0.2846 0.1709 0.4811
9 Fondazione Bruno Kessler tev detector 20-May-2022 0.2753 0.5171 0.2553 0.1668 0.3642
10 Peng yolov7 05-May-2023 12.699999809265137 RTX 3090 ✔ 0.2605 0.4601 0.2585 0.2069 0.4444
11 University of Tuebingen CenterNet Hourglass104 01-Sep-2021 🔗 0.2560 0.5032 0.2223 0.1773 0.4010
12 University of Alicante YOLOX 17-Apr-2022 0.2373 0.4272 0.2390 0.1383 0.3026
13 University of Tuebingen EfficientDet D0 01-Sep-2021 🔗 0.2080 0.3711 0.2062 0.1151 0.2910
14 University of Tuebingen Synth Pretrained EffDetD0 14-Feb-2022 🔗 0.2002 0.3874 0.1794 0.1250 0.3069
15 University of Tuebingen CenterNet ResNet101 01-Sep-2021 🔗 0.1512 0.3642 0.1082 0.0962 0.2144
16 University of Tuebingen Faster RCNN ResNet50FPN 01-Sep-2021 🔗 0.1420 0.3009 0.1245 0.0943 0.2564
17 University of Tuebingen CenterNet ResNet18 01-Sep-2021 🔗 0.0992 0.2184 0.0900 0.0723 0.1970
18 CU Boulder Naive DETR 05-May-2022 0.0492 0.1031 0.0402 0.0357 0.0976