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# Author Model name Date Paper FPS Hardware Meta Other AP95 AP50 AP75 AR1 AR10
1
#11987
UCAS
User #357
YoloOW 22-Oct-2023 🔗 59 v100 0.3718 0.6539 0.3675 0.2317 0.4535
2
#11522
UCAS
User #357
Xu 27-Jul-2023 50 RTX 3060 0.3716 0.6532 0.3675 0.2317 0.4535
3
#10432
VGD - HKUST - V
User #222
Object Detection 03-Oct-2022 1 3080 0.3689 0.6235 0.3766 0.2177 0.4776
4
#12358
Nankai University
User #193
Sea YOLOv5 13-Nov-2023 🔗 -1 v100 0.3466 0.5923 0.3470 0.2034 0.4614
5
#11020
Peng
User #323
yolov71 13-May-2023 12.7 RTX 3090 0.3401 0.5658 0.3481 0.2069 0.4340
6
#12711
CIPUC
User #443
cas_3 26-Jan-2024 🔗 0 RTX 4090 0.3378 0.5963 0.3351 0.1984 0.4317
7
#10376
Nankai University
User #193
Sea YOLOv5 28-Aug-2022 -1 0.3368 0.5819 0.3370 0.1979 0.4631
8
#12477
CIPUC
User #443
frx_2_4_ep12 14-Dec-2023 🔗 4.3 RTX 4090 0.3359 0.6011 0.3224 0.1985 0.4310
9
#11787
ultralytics
User #357
yolov8 09-Oct-2023 🔗 17.4 P 100 0.3347 0.5601 0.3485 0.2009 0.4111
10
#10075
University of Tuebingen
User #152
Synth Pretrained Yolo5 23-Feb-2022 🔗 0.3321 0.5908 0.3188 0.1936 0.4277
11
#12758
None
User #194
M4 20-Feb-2024 🔗 -1 None 0.3288 0.5729 0.3289 0.1967 0.4477
12
#10074
University of Tuebingen
User #120
Synth Pretrained RX101FPN 14-Feb-2022 🔗 0.3262 0.5920 0.3196 0.2050 0.4533
13
#12759
None
User #194
M0 20-Feb-2024 🔗 -1 None 0.3179 0.5448 0.3210 0.1852 0.4228
14
#12760
None
User #194
M1 20-Feb-2024 🔗 -1 None 0.3171 0.5518 0.3128 0.1916 0.4460
15
#10076
University of Tuebingen
User #152
Yolo 5 23-Feb-2022 🔗 0.3119 0.5474 0.3068 0.1860 0.4115
16
#11446
UCAS
User #357
Xu 07-Jul-2023 50 RTX 3060 0.3075 0.5261 0.3128 0.1861 0.4230
17
#11447
UCAS
User #357
Xu 07-Jul-2023 50 RTX 3060 0.3056 0.5363 0.3022 0.1792 0.3843
18
#103
University of Tuebingen
User #40
Faster RCNN ResNeXt101FPN 01-Sep-2021 🔗 0.3040 0.5466 0.2939 0.1858 0.4255
19
#11445
UCAS
User #357
Xu 07-Jul-2023 50 RTX 3060 0.3028 0.5259 0.3015 0.1810 0.3878
20
#10382
Nankai University
User #193
YOLOv5s 02-Sep-2022 🔗 -1 0.2963 0.5240 0.2846 0.1709 0.4811
21
#11925

User #357
yolov7-sea 19-Oct-2023 🔗 33 v100 0.2921 0.5064 0.2922 0.1747 0.3785
22
#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
23
#11912

User #357
yolov7 19-Oct-2023 🔗 22.4 v100 0.2875 0.4923 0.2888 0.1619 0.3601
24
#11497
UCAS
User #357
Xu 12-Jul-2023 50 RTX 3060 0.2855 0.5144 0.2764 0.1660 0.3565
25
#12519
Peize Sun
User #357
sparse_rcnn_r101 22-Dec-2023 🔗 0 v100 0.2834 0.5162 0.2720 0.1871 0.4565
26
#11797
ultralytics
User #357
yolov5 10-Oct-2023 🔗 35 v100 0.2816 0.4948 0.2759 0.1577 0.3479
27
#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
28
#10110
Fondazione Bruno Kessler
User #162
tev detector 20-May-2022 0.2753 0.5171 0.2553 0.1668 0.3642
29
#12756
york
User #436
DETR100 19-Feb-2024 🔗 -1 3070 0.2660 0.4620 0.2608 0.1546 0.3280
30
#12525
Peize Sun
User #357
sparse_rcnn_r50 23-Dec-2023 🔗 0 v100 0.2633 0.4816 0.2464 0.1951 0.4584
31
#12520
Peize Sun
User #357
sparse_rcnn_r50 23-Dec-2023 🔗 0 v100 0.2630 0.4805 0.2478 0.1959 0.4537
32
#10977
Peng
User #323
yolov7 05-May-2023 12.7 RTX 3090 0.2605 0.4601 0.2585 0.2069 0.4444
33
#12334
york
User #436
yolov5m 06-Nov-2023 🔗 -1 3070 0.2570 0.4706 0.2520 0.1533 0.3630
34
#125
University of Tuebingen
User #40
CenterNet Hourglass104 01-Sep-2021 🔗 0.2560 0.5032 0.2223 0.1773 0.4010
35
#12497
Cai
User #357
cascade_rcnn_r101_fpn 17-Dec-2023 🔗 7.1 v100 0.2414 0.3777 0.2610 0.1295 0.2892
36
#12503
Cai
User #357
cascade_rcnn_r50_fpn 19-Dec-2023 🔗 0 v100 0.2410 0.3796 0.2595 0.1301 0.2911
37
#10083
University of Alicante
User #158
YOLOX 17-Apr-2022 0.2373 0.4272 0.2390 0.1383 0.3026
38
#12328
york
User #436
yolov5l 05-Nov-2023 🔗 -1 3070 0.2295 0.4385 0.2147 0.1316 0.3631
39
#12335
york
User #436
yolov5l 200 07-Nov-2023 🔗 -1 3070 0.2294 0.4342 0.2127 0.1364 0.3748
40
#11578

User #375
better_process_800 31-Aug-2023 🔗 1 na 0.2200 0.3906 0.2187 0.1443 0.3180
41
#12713
york
User #436
rtdetr30 11-Feb-2024 🔗 -1 3070 0.2185 0.3795 0.2192 0.1279 0.2764
42
#128
University of Tuebingen
User #46
EfficientDet D0 01-Sep-2021 🔗 0.2080 0.3711 0.2062 0.1151 0.2910
43
#12336
york
User #436
yolov5m 200 08-Nov-2023 🔗 -1 3070 0.2059 0.3856 0.1946 0.1149 0.2735
44
#12325
york
User #436
yolov5s 04-Nov-2023 🔗 -1 3070 0.2036 0.3834 0.1938 0.1116 0.2675
45
#10073
University of Tuebingen
User #120
Synth Pretrained EffDetD0 14-Feb-2022 🔗 0.2002 0.3874 0.1794 0.1250 0.3069
46
#12712
york
User #436
rtdetr 15 10-Feb-2024 🔗 -1 3070 0.1944 0.3346 0.2012 0.1107 0.2493
47
#11579

User #375
naive_preprocess800 31-Aug-2023 🔗 1 na 0.1877 0.3583 0.1711 0.1351 0.2878
48
#11590

User #375
preprocessed_at500px 01-Sep-2023 🔗 1 na 0.1852 0.3232 0.1903 0.1262 0.2742
49
#11573

User #375
sar_object_detection 30-Aug-2023 🔗 1 na 0.1772 0.2969 0.1828 0.1047 0.2308
50
#11577

User #375
resized_w_inf_process800 31-Aug-2023 🔗 1 na 0.1574 0.2550 0.1691 0.1092 0.2528
51
#11575

User #375
obj_det_wprocessing 30-Aug-2023 🔗 1 na 0.1551 0.2681 0.1609 0.0965 0.2051
52
#126
University of Tuebingen
User #46
CenterNet ResNet101 01-Sep-2021 🔗 0.1512 0.3642 0.1082 0.0962 0.2144
53
#102
University of Tuebingen
User #40
Faster RCNN ResNet50FPN 01-Sep-2021 🔗 0.1420 0.3009 0.1245 0.0943 0.2564
54
#11574

User #375
sar_object_detection 30-Aug-2023 🔗 1 na 0.1347 0.2319 0.1398 0.0879 0.1844
55
#12450
york
User #436
DETR 07-Dec-2023 🔗 -1 3070 0.1103 0.2688 0.0700 0.0669 0.1579
56
#12454
york
User #436
DETR 08-Dec-2023 🔗 -1 3070 0.1095 0.2680 0.0706 0.0697 0.1649
57
#12459
york
User #436
DETR 09-Dec-2023 🔗 -1 3070 0.1088 0.2670 0.0706 0.0676 0.1638
58
#12407
york
User #436
Faster R-CNN 29-Nov-2023 🔗 -1 3070 0.1027 0.2088 0.0906 0.0600 0.1351
59
#127
University of Tuebingen
User #46
CenterNet ResNet18 01-Sep-2021 🔗 0.0992 0.2184 0.0900 0.0723 0.1970
60
#12447
york
User #436
DETR 06-Dec-2023 🔗 -1 3070 0.0960 0.2426 0.0549 0.0612 0.1459
61
#12387
york
User #436
retinanet 21-Nov-2023 🔗 -1 3070 0.0764 0.1324 0.0820 0.0448 0.0873
62
#10089
CU Boulder
User #159
Naive DETR 05-May-2022 0.0492 0.1031 0.0402 0.0357 0.0976