| 1 |
UCAS |
Xu |
27-Jul-2023
|
|
50.0
|
RTX 3060 |
|
|
0.3716 |
0.6532 |
0.3675 |
0.2317 |
0.4535 |
| 2 |
VGD - HKUST - V |
Object Detection |
03-Oct-2022
|
|
1.0
|
3080 |
|
|
0.3689 |
0.6235 |
0.3766 |
0.2177 |
0.4776 |
| 3 |
Peng |
yolov71 |
13-May-2023
|
|
12.7
|
RTX 3090 |
✔ |
|
0.3401 |
0.5658 |
0.3481 |
0.2069 |
0.4340 |
| 4 |
Peng |
yolov7 |
05-May-2023
|
|
12.7
|
RTX 3090 |
✔ |
|
0.2605 |
0.4601 |
0.2585 |
0.2069 |
0.4444 |
| 5 |
University of Tuebingen |
Synth Pretrained RX101FPN |
14-Feb-2022
|
🔗
|
|
|
|
|
0.3262 |
0.5920 |
0.3196 |
0.2050 |
0.4533 |
| 6 |
Nankai University |
Sea YOLOv5 |
28-Aug-2022
|
|
-1.0
|
|
✔ |
|
0.3368 |
0.5819 |
0.3370 |
0.1979 |
0.4631 |
| 7 |
University of Tuebingen |
Synth Pretrained Yolo5 |
23-Feb-2022
|
🔗
|
|
|
|
|
0.3321 |
0.5908 |
0.3188 |
0.1936 |
0.4277 |
| 8 |
UCAS |
Xu |
07-Jul-2023
|
|
50.0
|
RTX 3060 |
|
|
0.3075 |
0.5261 |
0.3128 |
0.1861 |
0.4230 |
| 9 |
University of Tuebingen |
Yolo 5 |
23-Feb-2022
|
🔗
|
|
|
|
|
0.3119 |
0.5474 |
0.3068 |
0.1860 |
0.4115 |
| 10 |
University of Tuebingen |
Faster RCNN ResNeXt101FPN |
01-Sep-2021
|
🔗
|
|
|
|
|
0.3040 |
0.5466 |
0.2939 |
0.1858 |
0.4255 |
| 11 |
UCAS |
Xu |
07-Jul-2023
|
|
50.0
|
RTX 3060 |
|
|
0.3028 |
0.5259 |
0.3015 |
0.1810 |
0.3878 |
| 12 |
UCAS |
Xu |
07-Jul-2023
|
|
50.0
|
RTX 3060 |
|
|
0.3056 |
0.5363 |
0.3022 |
0.1792 |
0.3843 |
| 13 |
University of Tuebingen |
CenterNet Hourglass104 |
01-Sep-2021
|
🔗
|
|
|
|
|
0.2560 |
0.5032 |
0.2223 |
0.1773 |
0.4010 |
| 14 |
Nankai University |
YOLOv5s |
02-Sep-2022
|
🔗
|
-1.0
|
|
✔ |
|
0.2963 |
0.5240 |
0.2846 |
0.1709 |
0.4811 |
| 15 |
Fondazione Bruno Kessler |
tev detector |
20-May-2022
|
|
|
|
|
|
0.2753 |
0.5171 |
0.2553 |
0.1668 |
0.3642 |
| 16 |
UCAS |
Xu |
12-Jul-2023
|
|
50.0
|
RTX 3060 |
|
|
0.2855 |
0.5144 |
0.2764 |
0.1660 |
0.3565 |
| 17 |
University of Alicante |
YOLOX |
17-Apr-2022
|
|
|
|
|
|
0.2373 |
0.4272 |
0.2390 |
0.1383 |
0.3026 |
| 18 |
University of Tuebingen |
Synth Pretrained EffDetD0 |
14-Feb-2022
|
🔗
|
|
|
|
|
0.2002 |
0.3874 |
0.1794 |
0.1250 |
0.3069 |
| 19 |
University of Tuebingen |
EfficientDet D0 |
01-Sep-2021
|
🔗
|
|
|
|
|
0.2080 |
0.3711 |
0.2062 |
0.1151 |
0.2910 |
| 20 |
University of Tuebingen |
CenterNet ResNet101 |
01-Sep-2021
|
🔗
|
|
|
|
|
0.1512 |
0.3642 |
0.1082 |
0.0962 |
0.2144 |
| 21 |
University of Tuebingen |
Faster RCNN ResNet50FPN |
01-Sep-2021
|
🔗
|
|
|
|
|
0.1420 |
0.3009 |
0.1245 |
0.0943 |
0.2564 |
| 22 |
University of Tuebingen |
CenterNet ResNet18 |
01-Sep-2021
|
🔗
|
|
|
|
|
0.0992 |
0.2184 |
0.0900 |
0.0723 |
0.1970 |
| 23 |
CU Boulder |
Naive DETR |
05-May-2022
|
|
|
|
|
|
0.0492 |
0.1031 |
0.0402 |
0.0357 |
0.0976 |
