# | Author | Model name | Date | Paper | FPS | Hardware | Meta | Other | AP95 | AP50 | AP75 | AR1 | AR10 |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1 #10432 |
VGD - HKUST - V User #222 |
Object Detection | 03-Oct-2022 | 1 | 3080 | 0.3689 | 0.6235 | 0.3766 | 0.2177 | 0.4776 | |||
2 #11987 |
UCAS User #357 |
YoloOW | 22-Oct-2023 | 🔗 | 59 | v100 | ✔ | 0.3718 | 0.6539 | 0.3675 | 0.2317 | 0.4535 | |
3 #11522 |
UCAS User #357 |
Xu | 27-Jul-2023 | 50 | RTX 3060 | 0.3716 | 0.6532 | 0.3675 | 0.2317 | 0.4535 | |||
4 #11787 |
ultralytics User #357 |
yolov8 | 09-Oct-2023 | 🔗 | 17.4 | P 100 | 0.3347 | 0.5601 | 0.3485 | 0.2009 | 0.4111 | ||
5 #11020 |
Peng User #323 |
yolov71 | 13-May-2023 | 12.7 | RTX 3090 | ✔ | 0.3401 | 0.5658 | 0.3481 | 0.2069 | 0.4340 | ||
6 #12358 |
Nankai University User #193 |
Sea YOLOv5 | 13-Nov-2023 | 🔗 | -1 | v100 | ✔ | 0.3466 | 0.5923 | 0.3470 | 0.2034 | 0.4614 | |
7 #10376 |
Nankai University User #193 |
Sea YOLOv5 | 28-Aug-2022 | -1 | ✔ | 0.3368 | 0.5819 | 0.3370 | 0.1979 | 0.4631 | |||
8 #10074 |
University of Tuebingen User #120 |
Synth Pretrained RX101FPN | 14-Feb-2022 | 🔗 | 0.3262 | 0.5920 | 0.3196 | 0.2050 | 0.4533 | ||||
9 #10075 |
University of Tuebingen User #152 |
Synth Pretrained Yolo5 | 23-Feb-2022 | 🔗 | 0.3321 | 0.5908 | 0.3188 | 0.1936 | 0.4277 | ||||
10 #11446 |
UCAS User #357 |
Xu | 07-Jul-2023 | 50 | RTX 3060 | 0.3075 | 0.5261 | 0.3128 | 0.1861 | 0.4230 | |||
11 #10076 |
University of Tuebingen User #152 |
Yolo 5 | 23-Feb-2022 | 🔗 | 0.3119 | 0.5474 | 0.3068 | 0.1860 | 0.4115 | ||||
12 #11447 |
UCAS User #357 |
Xu | 07-Jul-2023 | 50 | RTX 3060 | 0.3056 | 0.5363 | 0.3022 | 0.1792 | 0.3843 | |||
13 #11445 |
UCAS User #357 |
Xu | 07-Jul-2023 | 50 | RTX 3060 | 0.3028 | 0.5259 | 0.3015 | 0.1810 | 0.3878 | |||
14 #103 |
University of Tuebingen User #40 |
Faster RCNN ResNeXt101FPN | 01-Sep-2021 | 🔗 | 0.3040 | 0.5466 | 0.2939 | 0.1858 | 0.4255 | ||||
15 #11925 |
User #357 |
yolov7-sea | 19-Oct-2023 | 🔗 | 33 | v100 | 0.2921 | 0.5064 | 0.2922 | 0.1747 | 0.3785 | ||
16 #11912 |
User #357 |
yolov7 | 19-Oct-2023 | 🔗 | 22.4 | v100 | 0.2875 | 0.4923 | 0.2888 | 0.1619 | 0.3601 | ||
17 #10382 |
Nankai University User #193 |
YOLOv5s | 02-Sep-2022 | 🔗 | -1 | ✔ | 0.2963 | 0.5240 | 0.2846 | 0.1709 | 0.4811 | ||
18 #11497 |
UCAS User #357 |
Xu | 12-Jul-2023 | 50 | RTX 3060 | 0.2855 | 0.5144 | 0.2764 | 0.1660 | 0.3565 | |||
19 #11797 |
ultralytics User #357 |
yolov5 | 10-Oct-2023 | 🔗 | 35 | v100 | 0.2816 | 0.4948 | 0.2759 | 0.1577 | 0.3479 | ||
20 #10977 |
Peng User #323 |
yolov7 | 05-May-2023 | 12.7 | RTX 3090 | ✔ | 0.2605 | 0.4601 | 0.2585 | 0.2069 | 0.4444 | ||
21 #12431 |
CIPUC User #443 |
c9-7-13-5 | 01-Dec-2023 | 🔗 | 4.3 | RTX 4090 | 0.2891 | 0.5564 | 0.2578 | 0.1735 | 0.3822 | ||
22 #10110 |
Fondazione Bruno Kessler User #162 |
tev detector | 20-May-2022 | 0.2753 | 0.5171 | 0.2553 | 0.1668 | 0.3642 | |||||
23 #12434 |
CIPUC User #445 |
c9-7-13-10 | 02-Dec-2023 | 🔗 | 4.3 | RTX 4090 | 0.2885 | 0.5538 | 0.2546 | 0.1769 | 0.3900 | ||
24 #12334 |
york User #436 |
yolov5m | 06-Nov-2023 | 🔗 | -1 | 3070 | 0.2570 | 0.4706 | 0.2520 | 0.1533 | 0.3630 | ||
25 #12430 |
CIPUC User #426 |
c9-7-13-5 | 01-Dec-2023 | 🔗 | 4.3 | RTX 4090 | 0.2856 | 0.5476 | 0.2499 | 0.1721 | 0.3853 | ||
26 #12424 |
CIPUC User #446 |
c9-7-13-10 | 30-Nov-2023 | 🔗 | 4.3 | RTX 4090 | 0.2809 | 0.5486 | 0.2473 | 0.1733 | 0.3816 | ||
27 #10083 |
University of Alicante User #158 |
YOLOX | 17-Apr-2022 | 0.2373 | 0.4272 | 0.2390 | 0.1383 | 0.3026 | |||||
28 #125 |
University of Tuebingen User #40 |
CenterNet Hourglass104 | 01-Sep-2021 | 🔗 | 0.2560 | 0.5032 | 0.2223 | 0.1773 | 0.4010 | ||||
29 #11578 |
User #375 |
better_process_800 | 31-Aug-2023 | 🔗 | 1 | na | 0.2200 | 0.3906 | 0.2187 | 0.1443 | 0.3180 | ||
30 #12328 |
york User #436 |
yolov5l | 05-Nov-2023 | 🔗 | -1 | 3070 | 0.2295 | 0.4385 | 0.2147 | 0.1316 | 0.3631 | ||
31 #12335 |
york User #436 |
yolov5l 200 | 07-Nov-2023 | 🔗 | -1 | 3070 | 0.2294 | 0.4342 | 0.2127 | 0.1364 | 0.3748 | ||
32 #128 |
University of Tuebingen User #46 |
EfficientDet D0 | 01-Sep-2021 | 🔗 | 0.2080 | 0.3711 | 0.2062 | 0.1151 | 0.2910 | ||||
33 #12336 |
york User #436 |
yolov5m 200 | 08-Nov-2023 | 🔗 | -1 | 3070 | 0.2059 | 0.3856 | 0.1946 | 0.1149 | 0.2735 | ||
34 #12325 |
york User #436 |
yolov5s | 04-Nov-2023 | 🔗 | -1 | 3070 | 0.2036 | 0.3834 | 0.1938 | 0.1116 | 0.2675 | ||
35 #11590 |
User #375 |
preprocessed_at500px | 01-Sep-2023 | 🔗 | 1 | na | 0.1852 | 0.3232 | 0.1903 | 0.1262 | 0.2742 | ||
36 #11573 |
User #375 |
sar_object_detection | 30-Aug-2023 | 🔗 | 1 | na | 0.1772 | 0.2969 | 0.1828 | 0.1047 | 0.2308 | ||
37 #10073 |
University of Tuebingen User #120 |
Synth Pretrained EffDetD0 | 14-Feb-2022 | 🔗 | 0.2002 | 0.3874 | 0.1794 | 0.1250 | 0.3069 | ||||
38 #11579 |
User #375 |
naive_preprocess800 | 31-Aug-2023 | 🔗 | 1 | na | 0.1877 | 0.3583 | 0.1711 | 0.1351 | 0.2878 | ||
39 #11577 |
User #375 |
resized_w_inf_process800 | 31-Aug-2023 | 🔗 | 1 | na | 0.1574 | 0.2550 | 0.1691 | 0.1092 | 0.2528 | ||
40 #11575 |
User #375 |
obj_det_wprocessing | 30-Aug-2023 | 🔗 | 1 | na | 0.1551 | 0.2681 | 0.1609 | 0.0965 | 0.2051 | ||
41 #11574 |
User #375 |
sar_object_detection | 30-Aug-2023 | 🔗 | 1 | na | 0.1347 | 0.2319 | 0.1398 | 0.0879 | 0.1844 | ||
42 #102 |
University of Tuebingen User #40 |
Faster RCNN ResNet50FPN | 01-Sep-2021 | 🔗 | 0.1420 | 0.3009 | 0.1245 | 0.0943 | 0.2564 | ||||
43 #126 |
University of Tuebingen User #46 |
CenterNet ResNet101 | 01-Sep-2021 | 🔗 | 0.1512 | 0.3642 | 0.1082 | 0.0962 | 0.2144 | ||||
44 #12407 |
york User #436 |
Faster R-CNN | 29-Nov-2023 | 🔗 | -1 | 3070 | 0.1027 | 0.2088 | 0.0906 | 0.0600 | 0.1351 | ||
45 #127 |
University of Tuebingen User #46 |
CenterNet ResNet18 | 01-Sep-2021 | 🔗 | 0.0992 | 0.2184 | 0.0900 | 0.0723 | 0.1970 | ||||
46 #12387 |
york User #436 |
retinanet | 21-Nov-2023 | 🔗 | -1 | 3070 | 0.0764 | 0.1324 | 0.0820 | 0.0448 | 0.0873 | ||
47 #12459 |
york User #436 |
DETR | 09-Dec-2023 | 🔗 | -1 | 3070 | 0.1088 | 0.2670 | 0.0706 | 0.0676 | 0.1638 | ||
48 #12454 |
york User #436 |
DETR | 08-Dec-2023 | 🔗 | -1 | 3070 | 0.1095 | 0.2680 | 0.0706 | 0.0697 | 0.1649 | ||
49 #12450 |
york User #436 |
DETR | 07-Dec-2023 | 🔗 | -1 | 3070 | 0.1103 | 0.2688 | 0.0700 | 0.0669 | 0.1579 | ||
50 #12447 |
york User #436 |
DETR | 06-Dec-2023 | 🔗 | -1 | 3070 | 0.0960 | 0.2426 | 0.0549 | 0.0612 | 0.1459 | ||
51 #10089 |
CU Boulder User #159 |
Naive DETR | 05-May-2022 | 0.0492 | 0.1031 | 0.0402 | 0.0357 | 0.0976 |