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# 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