| # | Author | Model name | Date | Paper | FPS | Hardware | Meta | Other | AP95 | AP50 | AP75 | AR1 | AR10 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 #10895 |
USYD User #280 |
object detection
MaCVi 23 |
25-Oct-2022 | 1 | A100 | ✔ | 0.6152 | 0.9136 | 0.6753 | 0.4803 | 0.7017 | ||
| 2 #10844 |
USYD User #280 |
object detection
MaCVi 23 |
24-Oct-2022 | 1 | A100 | ✔ | 0.6098 | 0.9087 | 0.6628 | 0.4806 | 0.6990 | ||
| 3 #10964 |
PanGu User #324 |
PanGu CV | 23-Apr-2023 | 15 | A100 | ✔ | 0.6071 | 0.9057 | 0.6717 | 0.4774 | 0.7063 | ||
| 4 #13937 |
NAIVE AI User #501 |
yolo | 03-Dec-2024 | 🔗 | -1 | V100 | 0.6065 | 0.9123 | 0.6493 | 0.4774 | 0.6811 | ||
| 5 #10894 |
USYD User #280 |
object detection
MaCVi 23 |
25-Oct-2022 | 1 | A100 | ✔ | 0.6062 | 0.9075 | 0.6619 | 0.4784 | 0.6962 | ||
| 6 #10726 |
Fraunhofer IOSB User #220 |
DetectoRS
MaCVi 23 |
20-Oct-2022 | 1 | Tesla V100 | ✔ | 0.5963 | 0.8969 | 0.6555 | 0.4747 | 0.6661 | ||
| 7 #10588 |
Fraunhofer IOSB User #220 |
DetectoRS
MaCVi 23 |
13-Oct-2022 | 1 | Tesla V100 | ✔ | 0.5949 | 0.8931 | 0.6471 | 0.4733 | 0.6668 | ||
| 8 #14301 |
NAIVE AI User #530 |
v8x | 26-Dec-2024 | 🔗 | -1 | V100 | 0.5933 | 0.9034 | 0.6451 | 0.4703 | 0.6812 | ||
| 9 #10584 |
Fraunhofer IOSB User #220 |
DetectoRS
MaCVi 23 |
13-Oct-2022 | 1 | Tesla V100 | ✔ | 0.5921 | 0.8900 | 0.6476 | 0.4729 | 0.6620 | ||
| 10 #14306 |
NAIVE AI User #530 |
v8s | 30-Dec-2024 | 🔗 | -1 | V100 | 0.5916 | 0.9004 | 0.6435 | 0.4689 | 0.6769 | ||
| 11 #10840 |
Fraunhofer IOSB User #220 |
DetectoRS
MaCVi 23 |
24-Oct-2022 | 1 | Tesla V100 | ✔ | 0.5912 | 0.8917 | 0.6389 | 0.4735 | 0.6617 | ||
| 12 #10423 |
BUPT MCPRL User #206 |
yolo
MaCVi 23 |
26-Sep-2022 | 1 | Tesla V100 | ✔ | 0.5900 | 0.9072 | 0.6415 | 0.4641 | 0.6798 | ||
| 13 #14090 |
NAIVE AI User #530 |
v8s_aux | 13-Dec-2024 | 🔗 | -1 | V100 | 0.5898 | 0.8959 | 0.6381 | 0.4649 | 0.6739 | ||
| 14 #10955 |
User #322 |
aaa | 06-Apr-2023 | 10 | V100 | 0.5893 | 0.8887 | 0.6373 | 0.4713 | 0.6752 | |||
| 15 #10781 |
Fraunhofer IOSB User #220 |
DetectoRS
MaCVi 23 |
23-Oct-2022 | 1 | Tesla V100 | ✔ | 0.5887 | 0.8895 | 0.6374 | 0.4685 | 0.6590 | ||
| 16 #10623 |
Fraunhofer IOSB User #220 |
VFNet
MaCVi 23 |
14-Oct-2022 | 1 | Tesla V100 | ✔ | 0.5881 | 0.8896 | 0.6410 | 0.4648 | 0.6729 | ||
| 17 #10792 |
Fraunhofer IOSB User #220 |
DetectoRS
MaCVi 23 |
23-Oct-2022 | 1 | Tesla V100 | ✔ | 0.5873 | 0.8956 | 0.6463 | 0.4732 | 0.6612 | ||
| 18 #10540 |
Fraunhofer IOSB User #220 |
DetectoRS
MaCVi 23 |
10-Oct-2022 | 1 | Tesla V100 | ✔ | 0.5860 | 0.8822 | 0.6406 | 0.4708 | 0.6592 | ||
| 19 #10622 |
Fraunhofer IOSB User #220 |
VFNet
MaCVi 23 |
14-Oct-2022 | 1 | Tesla V100 | ✔ | 0.5853 | 0.8744 | 0.6371 | 0.4663 | 0.6732 | ||
| 20 #10728 |
Fraunhofer IOSB User #220 |
VFNet
MaCVi 23 |
20-Oct-2022 | 1 | Tesla V100 | ✔ | 0.5838 | 0.8776 | 0.6295 | 0.4663 | 0.6772 | ||
| 21 #14027 |
NAIVE AI User #530 |
v8s | 09-Dec-2024 | 🔗 | -1 | V100 | 0.5834 | 0.8938 | 0.6326 | 0.4631 | 0.6684 | ||
| 22 #14263 |
NAIVE AI User #501 |
v8s_img_reg | 22-Dec-2024 | 🔗 | -1 | V100 | 0.5814 | 0.8892 | 0.6204 | 0.4642 | 0.6743 | ||
| 23 #10879 |
BUPT MCPRL User #206 |
yolov
MaCVi 23 |
25-Oct-2022 | 1 | Tesla V100 | ✔ | 0.5814 | 0.9000 | 0.6188 | 0.4701 | 0.6869 | ||
| 24 #13960 |
NAIVE AI User #501 |
v9m | 04-Dec-2024 | 🔗 | -1 | V100 | 0.5793 | 0.8921 | 0.6186 | 0.4629 | 0.6564 | ||
| 25 #14243 |
NAIVE AI User #530 |
v9s | 21-Dec-2024 | 🔗 | -1 | V100 | 0.5792 | 0.8894 | 0.6282 | 0.4603 | 0.6674 | ||
| 26 #14374 |
NAIVE AI User #530 |
v8s | 16-Feb-2025 | 🔗 | -1 | V100 | 0.5787 | 0.8828 | 0.6350 | 0.4657 | 0.6768 | ||
| 27 #12444 |
DalianMaritime University User #354 |
yolov8-me | 05-Dec-2023 | 🔗 | 1 | NVIDIA 2080 Ti | 0.5771 | 0.8919 | 0.6250 | 0.4597 | 0.6619 | ||
| 28 #10885 |
BUPT MCPRL User #206 |
yolo
MaCVi 23 |
25-Oct-2022 | 1 | Tesla V100 | ✔ | 0.5727 | 0.8907 | 0.6115 | 0.4671 | 0.6842 | ||
| 29 #10765 |
BUPT MCPRL User #206 |
yolo test
MaCVi 23 |
22-Oct-2022 | 1 | Tesla V100 | ✔ | 0.5720 | 0.8986 | 0.6201 | 0.4577 | 0.6702 | ||
| 30 #13928 |
NAIVE AI User #530 |
v11s | 02-Dec-2024 | 🔗 | -1 | V100 | 0.5710 | 0.8740 | 0.6206 | 0.4658 | 0.6590 | ||
| 31 #10873 |
HSU IMB SmartShip User #287 |
DyHead
MaCVi 23 |
25-Oct-2022 | 1 | A100 | ✔ | 0.5703 | 0.8854 | 0.6163 | 0.4518 | 0.6775 | ||
| 32 #10850 |
HSU IMB SmartShip User #279 |
DyHead
MaCVi 23 |
24-Oct-2022 | 1 | A100 | ✔ | 0.5635 | 0.8902 | 0.5884 | 0.4529 | 0.6462 | ||
| 33 #10806 |
HSU IMB SmartShip User #279 |
DyHead
MaCVi 23 |
23-Oct-2022 | 1 | A100 | ✔ | 0.5633 | 0.8804 | 0.5954 | 0.4531 | 0.6699 | ||
| 34 #10538 |
Fraunhofer IOSB User #220 |
DetectoRS
MaCVi 23 |
10-Oct-2022 | 1 | Tesla V100 | 0.5613 | 0.8543 | 0.6070 | 0.4615 | 0.6488 | |||
| 35 #10778 |
HSU IMB SmartShip User #279 |
SmartShip
MaCVi 23 |
23-Oct-2022 | 1 | A100 | ✔ | 0.5612 | 0.8675 | 0.5957 | 0.4577 | 0.6499 | ||
| 36 #13154 |
HPI User #497 |
YOLOv8n | 11-May-2024 | 🔗 | 43 | RTX3090 | 0.5563 | 0.8570 | 0.5939 | 0.4524 | 0.6479 | ||
| 37 #10907 |
HSU IMB SmartShip User #287 |
DyHead
MaCVi 23 |
25-Oct-2022 | 1 | A100 | ✔ | 0.5542 | 0.8745 | 0.5934 | 0.4497 | 0.6342 | ||
| 38 #10804 |
HSU IMB SmartShip User #279 |
DyHead
MaCVi 23 |
23-Oct-2022 | 1 | A100 | ✔ | 0.5534 | 0.8616 | 0.5827 | 0.4584 | 0.6506 | ||
| 39 #13714 |
spkl User #547 |
yolov8l_2k | 07-Nov-2024 | 🔗 | 50 | 4090 | 0.5483 | 0.8541 | 0.5869 | 0.4420 | 0.6318 | ||
| 40 #14461 |
CIPUC User #426 |
sds2b_cas | 01-Apr-2025 | 🔗 | 0 | RTX 4090 | 0.5436 | 0.8357 | 0.5927 | 0.4414 | 0.6108 | ||
| 41 #10954 |
User #322 |
zzz | 04-Apr-2023 | 10 | gpu | 0.5424 | 0.8457 | 0.5691 | 0.4445 | 0.6284 | |||
| 42 #13024 |
shmtu User #511 |
v8st | 02-Apr-2024 | 🔗 | -1 | 2080TI | 0.5420 | 0.8389 | 0.5803 | 0.4437 | 0.6169 | ||
| 43 #13810 |
COSCO User #581 |
RTDETR | 21-Nov-2024 | 🔗 | 1 | RTX4090 | ✔ | 0.5380 | 0.8281 | 0.5811 | 0.4384 | 0.6081 | |
| 44 #10610 |
University of Seoul User #214 |
yolo
MaCVi 23 |
14-Oct-2022 | 15 | RTX 3090 | ✔ | 0.5371 | 0.8530 | 0.5734 | 0.4405 | 0.6091 | ||
| 45 #12528 |
DalianMaritime University User #354 |
yolov8 | 24-Dec-2023 | 🔗 | 2 | NVIDIA 2080 Ti | 0.5370 | 0.8489 | 0.5733 | 0.4356 | 0.6208 | ||
| 46 #13807 |
COSCO User #581 |
RTDETR | 20-Nov-2024 | 🔗 | 21.1 | RTX4090 | ✔ | 0.5353 | 0.8255 | 0.5818 | 0.4356 | 0.6146 | |
| 47 #14321 |
sprinkler User #547 |
yolov8 | 09-Jan-2025 | 🔗 | 50 | 4090 | 0.5336 | 0.8313 | 0.5724 | 0.4414 | 0.6085 | ||
| 48 #12944 |
shmtu User #511 |
v8m | 21-Mar-2024 | 🔗 | 8 | 2080TI | 0.5328 | 0.8077 | 0.5748 | 0.4337 | 0.5958 | ||
| 49 #12363 |
DalianMaritime University User #354 |
yolov8 | 13-Nov-2023 | 🔗 | 2 | NVIDIA 2080 Ti | 0.5324 | 0.8324 | 0.5745 | 0.4308 | 0.6225 | ||
| 50 #10662 |
University of Seoul User #214 |
yolo
MaCVi 23 |
17-Oct-2022 | 24 | RTX 3090 | ✔ | 0.5321 | 0.8482 | 0.5672 | 0.4379 | 0.6041 | ||
| 51 #12985 |
shmtu User #511 |
v8s | 25-Mar-2024 | 🔗 | 21 | 2080TI | 0.5303 | 0.8104 | 0.5744 | 0.4350 | 0.5989 | ||
| 52 #14319 |
sprinkler User #547 |
yolov8 | 09-Jan-2025 | 🔗 | 50 | 4090 | 0.5301 | 0.8269 | 0.5697 | 0.4390 | 0.6019 | ||
| 53 #12516 |
DalianMaritime University User #354 |
yolov8-me | 22-Dec-2023 | 🔗 | 1 | NVIDIA 2080 Ti | 0.5288 | 0.8375 | 0.5692 | 0.4325 | 0.6210 | ||
| 54 #14449 |
CIPUC User #426 |
sds2b_frx101 | 27-Mar-2025 | 🔗 | 0 | RTX 4090 | 0.5283 | 0.8423 | 0.5666 | 0.4387 | 0.6064 | ||
| 55 #10544 |
Unica User #212 |
YoloCNSv4.1
MaCVi 23 |
11-Oct-2022 | 60 | TeslaP6 | ✔ | 0.5282 | 0.8312 | 0.5638 | 0.4394 | 0.6243 | ||
| 56 #10678 |
Granular AI User #248 |
YOLOv7
MaCVi 23 |
17-Oct-2022 | 10 | RTX 3090 | 0.5261 | 0.8373 | 0.5602 | 0.4395 | 0.6191 | |||
| 57 #10812 |
TUK User #244 |
M10
MaCVi 23 |
24-Oct-2022 | 1 | RTX3090 | 0.5254 | 0.8387 | 0.5506 | 0.4288 | 0.6006 | |||
| 58 #10679 |
Granular AI User #248 |
YOLOv7
MaCVi 23 |
17-Oct-2022 | 10 | RTX 3090 | 0.5245 | 0.8307 | 0.5538 | 0.4332 | 0.6042 | |||
| 59 #12526 |
DalianMaritime University User #354 |
yolov8 | 24-Dec-2023 | 🔗 | 2 | NVIDIA 2080 Ti | 0.5241 | 0.8558 | 0.5516 | 0.4368 | 0.6130 | ||
| 60 #10696 |
Granular AI User #248 |
YOLOv7
MaCVi 23 |
19-Oct-2022 | 10 | RTX 3090 | 0.5232 | 0.8268 | 0.5529 | 0.4303 | 0.6185 | |||
| 61 #13975 |
sprinkler User #547 |
yolov8 | 05-Dec-2024 | 🔗 | 50 | 4090 | 0.5222 | 0.8175 | 0.5655 | 0.4346 | 0.5917 | ||
| 62 #14344 |
BJTU User #855 |
small object detection | 07-Feb-2025 | 🔗 | 8 | 4090 | 0.5214 | 0.8524 | 0.5407 | 0.4321 | 0.6075 | ||
| 63 #14354 |
BJTU User #855 |
small object detection | 07-Feb-2025 | 🔗 | 8 | 4090 | 0.5214 | 0.8482 | 0.5443 | 0.4349 | 0.6125 | ||
| 64 #10698 |
Granular AI User #248 |
YOLOv7
MaCVi 23 |
19-Oct-2022 | 10 | RTX 3090 | 0.5205 | 0.8226 | 0.5500 | 0.4289 | 0.6056 | |||
| 65 #13342 |
seu User #536 |
r | 27-Jun-2024 | 🔗 | 1 | 4090 | 0.5205 | 0.8479 | 0.5509 | 0.4291 | 0.6085 | ||
| 66 #13343 |
1 User #535 |
1 | 27-Jun-2024 | 🔗 | 1 | 1 | 0.5204 | 0.8480 | 0.5514 | 0.4293 | 0.6081 | ||
| 67 #13341 |
seu User #536 |
rescue | 27-Jun-2024 | 🔗 | 1 | 4090 | ✔ | ✔ | 0.5203 | 0.8473 | 0.5514 | 0.4291 | 0.6087 |
| 68 #10763 |
TUK User #244 |
M7
MaCVi 23 |
22-Oct-2022 | 1 | RTX3090 | 0.5203 | 0.8409 | 0.5325 | 0.4207 | 0.5943 | |||
| 69 #14308 |
sprinkler User #547 |
yolov8 | 31-Dec-2024 | 🔗 | 50 | 4090 | 0.5201 | 0.8096 | 0.5558 | 0.4313 | 0.5924 | ||
| 70 #13992 |
sprinkler User #547 |
yolov8 | 06-Dec-2024 | 🔗 | 50 | 4090 | 0.5194 | 0.8113 | 0.5622 | 0.4346 | 0.5886 | ||
| 71 #10738 |
TUK User #244 |
M8
MaCVi 23 |
21-Oct-2022 | 33 | RTX3090 | ✔ | 0.5193 | 0.8025 | 0.5512 | 0.4314 | 0.5848 | ||
| 72 #10695 |
User #258 |
yolo
MaCVi 23 |
19-Oct-2022 | -1 | 2080 | 0.5193 | 0.8550 | 0.5444 | 0.4347 | 0.6008 | |||
| 73 #13335 |
seu User #535 |
rescue | 26-Jun-2024 | 🔗 | 1 | 4090 | ✔ | ✔ | 0.5187 | 0.8444 | 0.5491 | 0.4294 | 0.6092 |
| 74 #14360 |
BJTU User #855 |
carafe_sk_6_1*_iou0.2 | 11-Feb-2025 | 🔗 | 8 | 4090 | 0.5183 | 0.8604 | 0.5330 | 0.4337 | 0.6064 | ||
| 75 #14320 |
sprinkler User #547 |
yolov8 | 09-Jan-2025 | 🔗 | 50 | 4090 | 0.5182 | 0.8195 | 0.5465 | 0.4342 | 0.5956 | ||
| 76 #14362 |
BJTU User #855 |
carafe_sk_6_1*_iou0.1 | 11-Feb-2025 | 🔗 | 8 | 4090 | 0.5182 | 0.8594 | 0.5331 | 0.4337 | 0.6058 | ||
| 77 #14365 |
BJTU User #850 |
ca_sk_6_1*_iou0.2_s0.05 | 11-Feb-2025 | 🔗 | 8 | 4090 | 0.5179 | 0.8584 | 0.5330 | 0.4336 | 0.6052 | ||
| 78 #14336 |
sprinkler User #547 |
yolov8 | 17-Jan-2025 | 🔗 | 50 | 4090 | 0.5176 | 0.8028 | 0.5592 | 0.4246 | 0.5856 | ||
| 79 #14343 |
BJTU User #855 |
small object detection | 07-Feb-2025 | 🔗 | 8 | 4090 | 0.5175 | 0.8587 | 0.5328 | 0.4337 | 0.6076 | ||
| 80 #14287 |
sprinkler User #547 |
SOEP_SPD_0 | 23-Dec-2024 | 🔗 | 50 | 4090 | 0.5175 | 0.8144 | 0.5485 | 0.4345 | 0.5954 | ||
| 81 #10786 |
NYU User #258 |
YOLO
MaCVi 23 |
23-Oct-2022 | 1 | 2080 | ✔ | 0.5175 | 0.8433 | 0.5464 | 0.4362 | 0.6026 | ||
| 82 #14366 |
BJTU User #861 |
ca_sk_6_1*_iou0.2_s0.07 | 11-Feb-2025 | 🔗 | 8 | 4090 | 0.5170 | 0.8565 | 0.5326 | 0.4319 | 0.6026 | ||
| 83 #10748 |
FIT BUT User #274 |
YOLOv7
MaCVi 23 |
21-Oct-2022 | 6 | RTX3090 | ✔ | 0.5169 | 0.8013 | 0.5511 | 0.4214 | 0.5796 | ||
| 84 #10543 |
Unica User #212 |
YoloCNSv4
MaCVi 23 |
11-Oct-2022 | 60 | TeslaP6 | ✔ | 0.5167 | 0.8046 | 0.5567 | 0.4251 | 0.5873 | ||
| 85 #14460 |
CIPUC User #426 |
sds2_cas | 01-Apr-2025 | 🔗 | 0 | RTX 4090 | 0.5162 | 0.8054 | 0.5565 | 0.4255 | 0.5873 | ||
| 86 #14363 |
BJTU User #850 |
ca_sk_6_1*_i0.2_s0.1 | 11-Feb-2025 | 🔗 | 8 | 4090 | 0.5161 | 0.8557 | 0.5326 | 0.4313 | 0.6010 | ||
| 87 #14364 |
BJTU User #850 |
ca_sk_6_1*_i0.6_s0.1 | 11-Feb-2025 | 🔗 | 8 | 4090 | 0.5155 | 0.8529 | 0.5314 | 0.4313 | 0.6021 | ||
| 88 #14361 |
BJTU User #855 |
carafe_sk_6_1*_iou0.01 | 11-Feb-2025 | 🔗 | 8 | 4090 | 0.5154 | 0.8542 | 0.5312 | 0.4337 | 0.6023 | ||
| 89 #13795 |
sprinkler User #547 |
yolov8_RFPN_B_conf0.1 | 19-Nov-2024 | 🔗 | 50 | 4090 | 0.5148 | 0.7872 | 0.5600 | 0.4273 | 0.5920 | ||
| 90 #12986 |
shmtu User #511 |
v8s | 26-Mar-2024 | 🔗 | 26 | 2080TI | 0.5146 | 0.7876 | 0.5547 | 0.4214 | 0.5791 | ||
| 91 #14367 |
BJTU User #861 |
ca_sk_6_1*_iou0.01_s0.1 | 11-Feb-2025 | 🔗 | 8 | 4090 | 0.5135 | 0.8493 | 0.5294 | 0.4313 | 0.5978 | ||
| 92 #13814 |
sprinkler User #547 |
yolov8_1920 | 21-Nov-2024 | 🔗 | 50 | 4090 | 0.5134 | 0.8165 | 0.5453 | 0.4351 | 0.6184 | ||
| 93 #13068 |
shmtu User #525 |
v8sA | 10-Apr-2024 | 🔗 | 47.8 | 4090 | 0.5131 | 0.7959 | 0.5538 | 0.4264 | 0.5833 | ||
| 94 #14377 |
BJTU User #855 |
baseline-sea | 17-Feb-2025 | 🔗 | 8 | 4090 | 0.5129 | 0.8408 | 0.5317 | 0.4316 | 0.6055 | ||
| 95 #14379 |
BJTU User #855 |
baseline-sea-0.2-0 | 18-Feb-2025 | 🔗 | 8 | 4090 | 0.5129 | 0.8408 | 0.5317 | 0.4316 | 0.6055 | ||
| 96 #10751 |
TUK User #244 |
M7
MaCVi 23 |
21-Oct-2022 | 10 | RTX3090 | 0.5126 | 0.8240 | 0.5245 | 0.4205 | 0.5812 | |||
| 97 #14368 |
BJTU User #861 |
ca_sk_6_1*_iou0.8_s0.1 | 11-Feb-2025 | 🔗 | 8 | 4090 | 0.5126 | 0.8455 | 0.5305 | 0.4313 | 0.6037 | ||
| 98 #14295 |
spkl User #547 |
yolov8 | 23-Dec-2024 | 🔗 | 50 | 4090 | 0.5124 | 0.7925 | 0.5429 | 0.4222 | 0.5755 | ||
| 99 #14286 |
sprinkler User #547 |
SOEP_SPD | 23-Dec-2024 | 🔗 | 50 | 4090 | 0.5123 | 0.8025 | 0.5463 | 0.4268 | 0.5812 | ||
| 100 #14380 |
BJTU User #855 |
baseline-sea-9-0.2-0 | 18-Feb-2025 | 🔗 | 8 | 4090 | 0.5118 | 0.8414 | 0.5294 | 0.4320 | 0.6052 | ||
| 101 #14378 |
BJTU User #850 |
baseline-sea-0.2-0.07 | 17-Feb-2025 | 🔗 | 8 | 4090 | 0.5113 | 0.8369 | 0.5298 | 0.4309 | 0.6006 | ||
| 102 #13993 |
sprinkler User #547 |
yolov8 | 06-Dec-2024 | 🔗 | 50 | 4090 | 0.5110 | 0.7898 | 0.5556 | 0.4237 | 0.5724 | ||
| 103 #10430 |
Unica User #212 |
YoloCNSv3
MaCVi 23 |
30-Sep-2022 | 60 | TeslaP6 | ✔ | 0.5095 | 0.8024 | 0.5446 | 0.4222 | 0.5804 | ||
| 104 #10703 |
TUK User #244 |
M8
MaCVi 23 |
20-Oct-2022 | 33 | RTX3090 | ✔ | 0.5087 | 0.7843 | 0.5484 | 0.4227 | 0.5699 | ||
| 105 #13756 |
COSCO User #581 |
DETR | 12-Nov-2024 | 🔗 | 20.2 | RTX4090 | ✔ | 0.5085 | 0.8113 | 0.5392 | 0.4210 | 0.6050 | |
| 106 #10689 |
Granular AI User #248 |
YOLOv7
MaCVi 23 |
18-Oct-2022 | 10 | RTX 3090 | 0.5076 | 0.8402 | 0.5311 | 0.4231 | 0.6080 | |||
| 107 #13286 |
personal User #497 |
Yolov8n-noMosaic | 14-Jun-2024 | 🔗 | -1 | RTX3090 | 0.5068 | 0.7956 | 0.5371 | 0.4237 | 0.6042 | ||
| 108 #14376 |
BJTU User #855 |
baseline-seaFuse_0.2_s0 | 17-Feb-2025 | 🔗 | 8 | 4090 | 0.5062 | 0.8263 | 0.5294 | 0.4294 | 0.6019 | ||
| 109 #13713 |
COSCO User #581 |
DETR | 07-Nov-2024 | 🔗 | 21.1 | RTX4090 | ✔ | 0.5057 | 0.8007 | 0.5400 | 0.4204 | 0.6062 | |
| 110 #14375 |
BJTU User #855 |
baseline-seaFuse | 17-Feb-2025 | 🔗 | 8 | 4090 | 0.5052 | 0.8229 | 0.5283 | 0.4286 | 0.5983 | ||
| 111 #10777 |
TUK User #244 |
M9
MaCVi 23 |
23-Oct-2022 | 33 | RTX3090 | 0.5050 | 0.7846 | 0.5350 | 0.4219 | 0.5700 | |||
| 112 #13857 |
COSCO User #581 |
RTDETR | 28-Nov-2024 | 🔗 | 1 | RTX4090 | ✔ | 0.5046 | 0.8039 | 0.5258 | 0.4218 | 0.5836 | |
| 113 #13811 |
sprinkler User #547 |
yolov8_1k_HSV | 21-Nov-2024 | 🔗 | 50 | 4090 | 0.5039 | 0.8081 | 0.5352 | 0.4249 | 0.5865 | ||
| 114 #10668 |
User #258 |
RISC
MaCVi 23 |
17-Oct-2022 | 1 | 2080 | ✔ | 0.5038 | 0.8399 | 0.5255 | 0.4273 | 0.5824 | ||
| 115 #13035 |
shmtu User #511 |
v8sE1 | 04-Apr-2024 | 🔗 | -1 | 2080TI | 0.5034 | 0.7827 | 0.5374 | 0.4166 | 0.5705 | ||
| 116 #14447 |
CIPUC User #426 |
sds2_frx101 | 27-Mar-2025 | 🔗 | 0 | RTX 4090 | 0.5030 | 0.7983 | 0.5343 | 0.4193 | 0.5765 | ||
| 117 #13400 |
zjitc User #534 |
sf-detr | 26-Jul-2024 | 🔗 | 1 | t4 | 0.5030 | 0.8106 | 0.5248 | 0.4105 | 0.6142 | ||
| 118 #13080 |
shmtu User #525 |
v8sE2_1 | 17-Apr-2024 | 🔗 | 52.9 | 4090 | 0.5013 | 0.7881 | 0.5248 | 0.4196 | 0.5725 | ||
| 119 #10721 |
Durham University User #254 |
DurObj
MaCVi 23 |
20-Oct-2022 | 4 | TITAN XP | 0.5009 | 0.7901 | 0.5142 | 0.4190 | 0.5842 | |||
| 120 #13151 |
personal User #497 |
faster r-cnn | 10-May-2024 | 🔗 | -1 | RTX3090 | 0.5008 | 0.8251 | 0.5196 | 0.4160 | 0.5790 | ||
| 121 #13071 |
shmtu User #525 |
v8s3 | 11-Apr-2024 | 🔗 | 47.8 | 4090 | 0.5006 | 0.7699 | 0.5371 | 0.4122 | 0.5644 | ||
| 122 #10905 |
HSU IMB SmartShip User #279 |
DyHead
MaCVi 23 |
25-Oct-2022 | 1 | A100 | ✔ | 0.5002 | 0.7337 | 0.5618 | 0.4481 | 0.6760 | ||
| 123 #13778 |
sprinkler User #547 |
yolov8_2k_conf0.3 | 14-Nov-2024 | 🔗 | 50 | 4090 | 0.4997 | 0.7570 | 0.5488 | 0.4127 | 0.5699 | ||
| 124 #14356 |
BJTU User #855 |
carafe_sk_6_4* | 10-Feb-2025 | 🔗 | 8 | 4090 | 0.4993 | 0.8434 | 0.5203 | 0.4296 | 0.6061 | ||
| 125 #13394 |
ZJITC User #534 |
sf-detr | 24-Jul-2024 | 🔗 | 1 | T4 | 0.4992 | 0.8089 | 0.5205 | 0.4143 | 0.6185 | ||
| 126 #10779 |
TUK User #244 |
M9
MaCVi 23 |
23-Oct-2022 | 5 | RTX3090 | 0.4969 | 0.8336 | 0.4928 | 0.4158 | 0.5787 | |||
| 127 #13315 |
seu User #535 |
rescue | 22-Jun-2024 | 🔗 | 1 | 4090 | 0.4968 | 0.8473 | 0.5024 | 0.4239 | 0.5895 | ||
| 128 #10536 |
KLE Tech CEVI User #230 |
Object Detection
MaCVi 23 |
10-Oct-2022 | 60 | Tesla P100 | 0.4968 | 0.8326 | 0.5004 | 0.4131 | 0.5797 | |||
| 129 #10576 |
KLE Tech CEVI User #230 |
Object Detection
MaCVi 23 |
13-Oct-2022 | 60 | RTX 3050 | ✔ | 0.4968 | 0.8326 | 0.5004 | 0.4131 | 0.5797 | ||
| 130 #10577 |
KLE Tech CEVI User #230 |
Object Detection
MaCVi 23 |
13-Oct-2022 | 60 | RTX 3050 | ✔ | 0.4968 | 0.8326 | 0.5004 | 0.4131 | 0.5797 | ||
| 131 #14300 |
GJKJ User #761 |
Model1_test1 | 25-Dec-2024 | 🔗 | -1 | 3090 | 0.4966 | 0.7501 | 0.5355 | 0.4011 | 0.5504 | ||
| 132 #10578 |
KLE Tech CEVI User #230 |
Object Detection
MaCVi 23 |
13-Oct-2022 | 60 | RTX 3050 | 0.4963 | 0.8346 | 0.5045 | 0.4135 | 0.5784 | |||
| 133 #10618 |
TUK User #244 |
M5
MaCVi 23 |
14-Oct-2022 | 33 | RTX3090 | ✔ | 0.4955 | 0.7736 | 0.5335 | 0.4144 | 0.5613 | ||
| 134 #13050 |
shmtu User #511 |
yolov8snotpre | 05-Apr-2024 | 🔗 | -1 | 2080Ti | 0.4953 | 0.7675 | 0.5231 | 0.4140 | 0.5594 | ||
| 135 #14403 |
shmtu User #511 |
v8sDFAA | 08-Mar-2025 | 🔗 | 0 | 4090 | 0.4938 | 0.7794 | 0.5192 | 0.4098 | 0.5618 | ||
| 136 #14141 |
Stevens Inst. of Tech User #653 |
Yolov11 | 16-Dec-2024 | 🔗 | -1 | L40s | 0.4933 | 0.7588 | 0.5189 | 0.4279 | 0.5809 | ||
| 137 #13078 |
shmtu User #525 |
v8snew | 15-Apr-2024 | 🔗 | 54.3 | 4090 | 0.4932 | 0.7630 | 0.5390 | 0.4125 | 0.5626 | ||
| 138 #14399 |
shmtu User #525 |
v8sDFA | 08-Mar-2025 | 🔗 | 0 | 4090 | 0.4926 | 0.7663 | 0.5287 | 0.4044 | 0.5555 | ||
| 139 #13407 |
ZJITC User #534 |
sf-detr-resnet101 | 30-Jul-2024 | 🔗 | 1 | T4 | 0.4919 | 0.7953 | 0.5067 | 0.4077 | 0.6135 | ||
| 140 #13079 |
shmtu User #525 |
v8sE_0 | 16-Apr-2024 | 🔗 | 52.9 | 4090 | 0.4915 | 0.7594 | 0.5300 | 0.4090 | 0.5607 | ||
| 141 #13066 |
shmtu User #525 |
v8s2 | 10-Apr-2024 | 🔗 | 47.8 | 4090 | 0.4914 | 0.7703 | 0.5227 | 0.4047 | 0.5579 | ||
| 142 #13716 |
COSCO User #581 |
DETR(Resnet-x) | 08-Nov-2024 | 🔗 | 20.2 | RTX4090 | 0.4901 | 0.7709 | 0.5185 | 0.4105 | 0.5918 | ||
| 143 #14401 |
shmtu User #525 |
v8sDFAAA | 08-Mar-2025 | 🔗 | 0 | 4090 | 0.4897 | 0.7593 | 0.5261 | 0.4037 | 0.5546 | ||
| 144 #13036 |
shmtu User #511 |
v8sE2 | 04-Apr-2024 | 🔗 | -1 | 2080TI | 0.4894 | 0.7601 | 0.5286 | 0.4044 | 0.5577 | ||
| 145 #13052 |
shmtu User #511 |
snotpre80 | 06-Apr-2024 | 🔗 | -1 | 2080ti | 0.4887 | 0.7496 | 0.5272 | 0.4026 | 0.5509 | ||
| 146 #13092 |
shmtu User #525 |
v5s | 22-Apr-2024 | 🔗 | -1 | 4090 | 0.4886 | 0.7649 | 0.5270 | 0.4051 | 0.5527 | ||
| 147 #11074 |
ISTI User #336 |
VFNet64 | 30-May-2023 | 1 | RTX 4090 | ✔ | 0.4885 | 0.7892 | 0.5035 | 0.4126 | 0.5837 | ||
| 148 #13815 |
sprinkler User #547 |
yolov8_HSV_tta | 21-Nov-2024 | 🔗 | 50 | 4090 | 0.4878 | 0.7836 | 0.5074 | 0.4062 | 0.5523 | ||
| 149 #13069 |
shmtu User #525 |
v8sbi | 10-Apr-2024 | 🔗 | 47.8 | 4090 | 0.4876 | 0.7537 | 0.5238 | 0.3991 | 0.5529 | ||
| 150 #13152 |
personal User #497 |
detectors-cascade | 10-May-2024 | 🔗 | -1 | RTX3090 | 0.4867 | 0.7931 | 0.5121 | 0.4012 | 0.5566 | ||
| 151 #14381 |
BJTU User #855 |
baseline-7-0.2-0 | 18-Feb-2025 | 🔗 | 8 | 4090 | 0.4866 | 0.8273 | 0.4924 | 0.4153 | 0.5845 | ||
| 152 #13065 |
shmtu User #525 |
v8sls | 09-Apr-2024 | 🔗 | 52.6 | 4090 | 0.4860 | 0.7553 | 0.5134 | 0.4036 | 0.5535 | ||
| 153 #12703 |
shanghai User #432 |
rt-detr | 19-Jan-2024 | 🔗 | 1 | 3090 | 0.4856 | 0.7805 | 0.5167 | 0.4071 | 0.5939 | ||
| 154 #14289 |
GJKJ User #761 |
Model1 | 23-Dec-2024 | 🔗 | -1 | 3090 | 0.4850 | 0.7348 | 0.5233 | 0.4030 | 0.5411 | ||
| 155 #10565 |
PiVa AI User #223 |
TBD
MaCVi 23 |
12-Oct-2022 | 🔗 | -1 | TBD | 0.4847 | 0.7763 | 0.5194 | 0.3934 | 0.5547 | ||
| 156 #10898 |
HKUST User #222 |
HKUST VGD V
MaCVi 23 |
25-Oct-2022 | 10 | 3090 | 0.4839 | 0.8094 | 0.5142 | 0.4027 | 0.5864 | |||
| 157 #14404 |
shmtu User #525 |
v8sEAA | 09-Mar-2025 | 🔗 | 0 | 4090 | 0.4837 | 0.7531 | 0.5089 | 0.4028 | 0.5510 | ||
| 158 #13077 |
shmtu User #525 |
v8sE1 | 13-Apr-2024 | 🔗 | 51.8 | 4090 | 0.4837 | 0.7515 | 0.5139 | 0.3957 | 0.5478 | ||
| 159 #13376 |
ZJITC User #534 |
sfdetr | 15-Jul-2024 | 🔗 | 1 | t4 | 0.4826 | 0.8149 | 0.4915 | 0.3986 | 0.5895 | ||
| 160 #14469 |
CIPUC User #426 |
sds2b_yolo11s | 05-Apr-2025 | 🔗 | 0 | RTX 4090 | 0.4819 | 0.7964 | 0.5050 | 0.4175 | 0.5683 | ||
| 161 #10564 |
PiVa AI User #223 |
TBD
MaCVi 23 |
12-Oct-2022 | 🔗 | -1 | TBD | 0.4812 | 0.7765 | 0.5127 | 0.3914 | 0.5429 | ||
| 162 #13386 |
donghua User #521 |
PConv-Rep-P2111 | 17-Jul-2024 | 🔗 | 1 | 4090 | ✔ | ✔ | 0.4810 | 0.7710 | 0.5090 | 0.4075 | 0.5920 |
| 163 #13061 |
shmtu User #525 |
v8s | 09-Apr-2024 | 🔗 | 56.8 | 4090 | 0.4807 | 0.7551 | 0.5119 | 0.3984 | 0.5455 | ||
| 164 #13384 |
donghua User #521 |
PConv-Rep-P2 | 16-Jul-2024 | 🔗 | 1 | 4090 | ✔ | ✔ | 0.4797 | 0.7600 | 0.5093 | 0.4028 | 0.5975 |
| 165 #13869 |
Stevens Inst. of Tech User #652 |
Yolov11 (0% synth) | 29-Nov-2024 | 🔗 | -1 | L40s | 0.4782 | 0.7570 | 0.5046 | 0.4017 | 0.5484 | ||
| 166 #13475 |
donghua User #521 |
spd-dynamic | 11-Sep-2024 | 🔗 | 1 | 4090 | 0.4774 | 0.7796 | 0.4918 | 0.4023 | 0.5881 | ||
| 167 #13436 |
donghua User #521 |
asf-ret-last | 30-Aug-2024 | 🔗 | 1 | 4090 | 0.4756 | 0.7701 | 0.4961 | 0.3997 | 0.5739 | ||
| 168 #14142 |
Stevens Inst. of Tech User #653 |
Yolov11 Blender | 16-Dec-2024 | 🔗 | -1 | L40s | ✔ | 0.4747 | 0.7388 | 0.4959 | 0.4202 | 0.5696 | |
| 169 #13205 |
donghua User #521 |
ASF-P2 | 24-May-2024 | 🔗 | 1 | RTX-2080 SUPER | ✔ | ✔ | 0.4744 | 0.7794 | 0.4939 | 0.3961 | 0.5849 |
| 170 #10893 |
HKUST User #222 |
HKUST VGD V
MaCVi 23 |
25-Oct-2022 | 10 | 3090 | 0.4742 | 0.7824 | 0.5092 | 0.3933 | 0.5640 | |||
| 171 #13334 |
seu User #535 |
rescue | 26-Jun-2024 | 🔗 | 1 | 4090 | ✔ | 0.4740 | 0.8117 | 0.4813 | 0.4145 | 0.5736 | |
| 172 #13469 |
donghua User #521 |
asf-spd | 10-Sep-2024 | 🔗 | 1 | 4090 | 0.4738 | 0.7690 | 0.4992 | 0.4029 | 0.5855 | ||
| 173 #13388 |
donghua User #521 |
fre+aifi+asf-slimneck | 19-Jul-2024 | 🔗 | 1 | 4090 | ✔ | ✔ | 0.4737 | 0.7758 | 0.4914 | 0.3969 | 0.5771 |
| 174 #13430 |
donghua User #521 |
aup-ret | 27-Aug-2024 | 🔗 | 1 | 4090 | 0.4735 | 0.7722 | 0.4967 | 0.3944 | 0.5613 | ||
| 175 #13255 |
donghua User #521 |
freasfp2 | 30-May-2024 | 🔗 | 1 | RTX-2080 SUPER | ✔ | ✔ | 0.4733 | 0.7692 | 0.5012 | 0.3976 | 0.5807 |
| 176 #13088 |
shmtu User #525 |
v6s | 20-Apr-2024 | 🔗 | -1 | 4090 | 0.4727 | 0.7269 | 0.5106 | 0.3876 | 0.5344 | ||
| 177 #13128 |
donghua User #521 |
rtdetr-Faster-Rep-EMA | 04-May-2024 | 🔗 | 1 | RTX-2080 SUPER | ✔ | ✔ | 0.4724 | 0.7716 | 0.4948 | 0.3927 | 0.5644 |
| 178 #13435 |
donghua User #521 |
asf-ret | 30-Aug-2024 | 🔗 | 1 | 4090 | 0.4722 | 0.7681 | 0.4912 | 0.3946 | 0.5788 | ||
| 179 #12885 |
shmtu User #511 |
v8s | 13-Mar-2024 | 🔗 | 51 | 2080TI | 0.4721 | 0.7244 | 0.5089 | 0.3862 | 0.5322 | ||
| 180 #13346 |
donghua User #521 |
fer-dattention | 29-Jun-2024 | 🔗 | 1 | RTX-2080 SUPER | ✔ | ✔ | 0.4719 | 0.7608 | 0.4961 | 0.3934 | 0.5701 |
| 181 #13479 |
donghua User #521 |
spd-middle | 11-Sep-2024 | 🔗 | 1 | 4090 | 0.4718 | 0.7652 | 0.4891 | 0.3941 | 0.5686 | ||
| 182 #13387 |
donghua User #521 |
fre+aifi+dattention | 18-Jul-2024 | 🔗 | 1 | 4090 | ✔ | ✔ | 0.4714 | 0.7746 | 0.4875 | 0.3918 | 0.5639 |
| 183 #13529 |
donghua User #521 |
as-r50 | 25-Sep-2024 | 🔗 | 1 | 4090 | 0.4711 | 0.7819 | 0.4838 | 0.4004 | 0.5737 | ||
| 184 #13014 |
THu User #515 |
SDS_1 | 28-Mar-2024 | 🔗 | 1 | V100 | ✔ | 0.4711 | 0.7845 | 0.5050 | 0.3905 | 0.5872 | |
| 185 #13316 |
ZJITC User #534 |
sdetr | 23-Jun-2024 | 🔗 | 1 | T4 | 0.4709 | 0.7765 | 0.4802 | 0.3917 | 0.5927 | ||
| 186 #10752 |
FIT BUT User #274 |
TOOD
MaCVi 23 |
21-Oct-2022 | 1 | RTX3090 | ✔ | 0.4707 | 0.7324 | 0.4919 | 0.3961 | 0.5361 | ||
| 187 #13438 |
donghua User #521 |
asf-attention | 02-Sep-2024 | 🔗 | 1 | 4090 | 0.4706 | 0.7912 | 0.4845 | 0.3903 | 0.5658 | ||
| 188 #13486 |
donghua User #521 |
r50 | 21-Sep-2024 | 🔗 | 1 | 4090 | 0.4703 | 0.7654 | 0.4938 | 0.3894 | 0.5620 | ||
| 189 #13389 |
donghua User #521 |
fre+asd+dynamic | 20-Jul-2024 | 🔗 | 1 | 4090 | ✔ | ✔ | 0.4701 | 0.7694 | 0.4975 | 0.3967 | 0.5671 |
| 190 #14311 |
GJKJ User #761 |
Model1_test2 | 02-Jan-2025 | 🔗 | -1 | 3090 | 0.4693 | 0.7276 | 0.4983 | 0.3937 | 0.5252 | ||
| 191 #11390 |
DalianMaritime University User #354 |
yolov7-T | 23-Jun-2023 | 2 | NVIDIA 2080 Ti | 0.4687 | 0.7579 | 0.4943 | 0.3910 | 0.5312 | |||
| 192 #13414 |
donghua User #521 |
rmtc3 | 15-Aug-2024 | 🔗 | 1 | 4090 | ✔ | ✔ | 0.4686 | 0.7769 | 0.4892 | 0.3937 | 0.5662 |
| 193 #12527 |
DalianMaritime University User #354 |
yolov8 | 24-Dec-2023 | 🔗 | 2 | NVIDIA 2080 Ti | 0.4685 | 0.7664 | 0.4847 | 0.3915 | 0.5439 | ||
| 194 #13446 |
donghua User #521 |
+dasi | 05-Sep-2024 | 🔗 | 1 | 4090 | 0.4684 | 0.7715 | 0.4853 | 0.3909 | 0.5613 | ||
| 195 #13304 |
donghua User #521 |
faster-rep | 19-Jun-2024 | 🔗 | 1 | RTX-2080 SUPER | ✔ | ✔ | 0.4672 | 0.7580 | 0.4872 | 0.3958 | 0.5752 |
| 196 #13468 |
donghua User #521 |
asf+all+dynamic | 10-Sep-2024 | 🔗 | 1 | 4090 | 0.4665 | 0.7617 | 0.4874 | 0.3961 | 0.5678 | ||
| 197 #13456 |
donghua User #521 |
pco+rep+all | 07-Sep-2024 | 🔗 | 1 | 4090 | 0.4661 | 0.7630 | 0.4851 | 0.3893 | 0.5634 | ||
| 198 #13868 |
Stevens Inst. of Tech User #652 |
Yolov11 (25% synth) 3 | 29-Nov-2024 | 🔗 | -1 | L40s | 0.4661 | 0.7228 | 0.4920 | 0.3884 | 0.5315 | ||
| 199 #13197 |
donghua User #521 |
AIFI-LPE | 22-May-2024 | 🔗 | 1 | RTX-2080 SUPER | ✔ | ✔ | 0.4659 | 0.7462 | 0.4914 | 0.3941 | 0.5642 |
| 200 #13512 |
donghua User #521 |
r50-all | 23-Sep-2024 | 🔗 | 1 | 4090 | 0.4655 | 0.7485 | 0.4870 | 0.3923 | 0.5626 | ||
| 201 #13055 |
shmtu User #511 |
v8n | 07-Apr-2024 | 🔗 | 31.4 | 2080TI | 0.4653 | 0.7375 | 0.4917 | 0.3901 | 0.5343 | ||
| 202 #13204 |
donghua User #521 |
ASF-Dynamic | 24-May-2024 | 🔗 | 1 | RTX-2080 SUPER | ✔ | ✔ | 0.4652 | 0.7539 | 0.4920 | 0.3860 | 0.5595 |
| 203 #13485 |
donghua User #521 |
asf-sc-spd | 18-Sep-2024 | 🔗 | 1 | 4090 | 0.4651 | 0.7743 | 0.4767 | 0.3857 | 0.5637 | ||
| 204 #13362 |
donghua User #521 |
slimneck-ASf | 08-Jul-2024 | 🔗 | 1 | RTX-2080 SUPER | ✔ | ✔ | 0.4651 | 0.7613 | 0.4792 | 0.3882 | 0.5584 |
| 205 #13195 |
donghua User #521 |
AIFI-DAttention | 22-May-2024 | 🔗 | 1 | RTX-2080 SUPER | ✔ | ✔ | 0.4649 | 0.7575 | 0.4901 | 0.3867 | 0.5493 |
| 206 #13428 |
donghua User #521 |
Carafe-ret | 26-Aug-2024 | 🔗 | 1 | 4090 | 0.4647 | 0.7753 | 0.4726 | 0.3817 | 0.5610 | ||
| 207 #13458 |
donghua User #521 |
pcorep+all | 08-Sep-2024 | 🔗 | 1 | 4090 | 0.4647 | 0.7640 | 0.4837 | 0.3883 | 0.5587 | ||
| 208 #13382 |
ZJITC User #534 |
sf-detr | 16-Jul-2024 | 🔗 | 1 | T4 | 0.4646 | 0.7754 | 0.4719 | 0.3950 | 0.5953 | ||
| 209 #13383 |
ZJITC User #534 |
sf-detr | 16-Jul-2024 | 🔗 | 1 | T4 | 0.4646 | 0.7754 | 0.4719 | 0.3950 | 0.5953 | ||
| 210 #11389 |
DalianMaritime University User #354 |
yolov7 | 23-Jun-2023 | 2 | NVIDIA 2080 Ti | 0.4645 | 0.7869 | 0.4773 | 0.3960 | 0.5429 | |||
| 211 #13303 |
donghua User #521 |
faster-ema | 19-Jun-2024 | 🔗 | 1 | RTX-2080 SUPER | ✔ | ✔ | 0.4635 | 0.7585 | 0.4867 | 0.3884 | 0.5554 |
| 212 #13232 |
donghua User #521 |
Attention | 27-May-2024 | 🔗 | 1 | RTX-2080 SUPER | ✔ | ✔ | 0.4634 | 0.7674 | 0.4793 | 0.3845 | 0.5541 |
| 213 #13391 |
donghua User #521 |
rtdetr-SOEP | 22-Jul-2024 | 🔗 | 1 | 4090 | ✔ | ✔ | 0.4631 | 0.7530 | 0.4804 | 0.3914 | 0.5569 |
| 214 #13053 |
shmtu User #511 |
v8sfn | 07-Apr-2024 | 🔗 | 33 | 2080ti | 0.4626 | 0.7295 | 0.5026 | 0.3893 | 0.5322 | ||
| 215 #13416 |
donghua User #521 |
rmtc3-focus | 18-Aug-2024 | 🔗 | 1 | 4090 | 0.4624 | 0.7530 | 0.4838 | 0.3942 | 0.5583 | ||
| 216 #13392 |
ZJITC User #534 |
sfdetr | 22-Jul-2024 | 🔗 | 1 | T4 | 0.4616 | 0.7353 | 0.4812 | 0.4054 | 0.5750 | ||
| 217 #13233 |
donghua User #521 |
bifpn | 27-May-2024 | 🔗 | 1 | RTX-2080 SUPER | ✔ | ✔ | 0.4615 | 0.7550 | 0.4849 | 0.3829 | 0.5528 |
| 218 #12968 |
UP User #471 |
Seae 1.1 | 23-Mar-2024 | 🔗 | 7 | RTX 4060 | ✔ | ✔ | 0.4613 | 0.7480 | 0.4882 | 0.3949 | 0.5298 |
| 219 #13470 |
1 User #323 |
1 | 10-Sep-2024 | 🔗 | 1 | 1 | 0.4609 | 0.7683 | 0.4666 | 0.3936 | 0.5786 | ||
| 220 #13433 |
donghua User #521 |
all-noback | 29-Aug-2024 | 🔗 | 1 | 4090 | 0.4605 | 0.7642 | 0.4781 | 0.3882 | 0.5573 | ||
| 221 #10512 |
PiVa AI User #223 |
TBD
MaCVi 23 |
09-Oct-2022 | 🔗 | -1 | TBD | 0.4604 | 0.7542 | 0.4859 | 0.3738 | 0.5221 | ||
| 222 #13483 |
1 User #323 |
2 | 15-Sep-2024 | 🔗 | 2 | 1 | 0.4603 | 0.7647 | 0.4758 | 0.3914 | 0.5633 | ||
| 223 #13418 |
donghua User #521 |
contm-ret | 19-Aug-2024 | 🔗 | 1 | 4090 | 0.4599 | 0.7670 | 0.4697 | 0.3825 | 0.5552 | ||
| 224 #13441 |
donghua User #521 |
pconv-rep | 04-Sep-2024 | 🔗 | 1 | 4090 | 0.4593 | 0.7539 | 0.4794 | 0.3863 | 0.5562 | ||
| 225 #13115 |
donghua User #521 |
rt-detr-r18 | 29-Apr-2024 | 🔗 | 1 | RTX-2080 SUPER | ✔ | ✔ | 0.4588 | 0.7459 | 0.4703 | 0.3860 | 0.5641 |
| 226 #13323 |
11 User #323 |
rtdg | 24-Jun-2024 | 🔗 | 1 | 1 | 0.4587 | 0.7463 | 0.4787 | 0.3894 | 0.5535 | ||
| 227 #12426 |
dong User #323 |
rt-detr | 01-Dec-2023 | 🔗 | 1 | 1 | ✔ | 0.4585 | 0.7307 | 0.4819 | 0.3845 | 0.5205 | |
| 228 #13434 |
donghua User #521 |
dattention-ret-carafe | 30-Aug-2024 | 🔗 | 1 | 4090 | 0.4582 | 0.7550 | 0.4616 | 0.3802 | 0.5369 | ||
| 229 #12637 |
HUST User #488 |
Yolov8s-v6 | 09-Jan-2024 | 🔗 | 1 | A100 | 0.4581 | 0.7289 | 0.4889 | 0.3948 | 0.5244 | ||
| 230 #14478 |
CIPUC User #426 |
sds2b_yolov8s | 08-Apr-2025 | 🔗 | 0 | RTX 4090 | 0.4580 | 0.7763 | 0.4720 | 0.3981 | 0.5447 | ||
| 231 #13425 |
donghua User #521 |
c3-spd | 25-Aug-2024 | 🔗 | 1 | 4090 | 0.4580 | 0.7608 | 0.4664 | 0.3854 | 0.5555 | ||
| 232 #13439 |
donghua User #521 |
glsa-ret | 02-Sep-2024 | 🔗 | 1 | 4090 | 0.4578 | 0.7596 | 0.4773 | 0.3830 | 0.5538 | ||
| 233 #13196 |
donghua User #521 |
AIFI-HiLo | 22-May-2024 | 🔗 | 1 | RTX-2080 SUPER | ✔ | ✔ | 0.4577 | 0.7495 | 0.4777 | 0.3802 | 0.5481 |
| 234 #13397 |
donghua User #521 |
test | 24-Jul-2024 | 🔗 | 1 | 4090 | ✔ | 0.4574 | 0.7626 | 0.4645 | 0.3811 | 0.5592 | |
| 235 #13396 |
donghua User #521 |
SOEP-EFFIenti-aifi | 24-Jul-2024 | 🔗 | 1 | 4090 | ✔ | ✔ | 0.4574 | 0.7626 | 0.4645 | 0.3811 | 0.5592 |
| 236 #13426 |
donghua User #521 |
c3-hwd | 25-Aug-2024 | 🔗 | 1 | 4090 | 0.4564 | 0.7504 | 0.4664 | 0.3803 | 0.5438 | ||
| 237 #13427 |
donghua User #521 |
dysample-ret | 26-Aug-2024 | 🔗 | 1 | 4090 | 0.4561 | 0.7421 | 0.4686 | 0.3846 | 0.5553 | ||
| 238 #13471 |
1 User #323 |
1 | 10-Sep-2024 | 🔗 | 1 | 1 | 0.4557 | 0.7612 | 0.4707 | 0.3917 | 0.5609 | ||
| 239 #13234 |
donghua User #521 |
Carafe | 27-May-2024 | 🔗 | 1 | RTX-2080 SUPER | ✔ | ✔ | 0.4555 | 0.7438 | 0.4717 | 0.3813 | 0.5531 |
| 240 #13421 |
donghua User #521 |
c3-wal | 21-Aug-2024 | 🔗 | 1 | 4090 | 0.4554 | 0.7604 | 0.4652 | 0.3832 | 0.5536 | ||
| 241 #13440 |
donghua User #521 |
faster-cglu-rep | 03-Sep-2024 | 🔗 | 1 | 4090 | 0.4553 | 0.7388 | 0.4753 | 0.3860 | 0.5608 | ||
| 242 #13437 |
donghua User #521 |
P345-ret | 02-Sep-2024 | 🔗 | 1 | 4090 | 0.4552 | 0.7589 | 0.4676 | 0.3763 | 0.5460 | ||
| 243 #13347 |
1 User #323 |
rt | 29-Jun-2024 | 🔗 | 1 | 1 | 0.4549 | 0.7670 | 0.4704 | 0.3788 | 0.5483 | ||
| 244 #13393 |
donghua User #521 |
rtdetr-SOEP-giou | 23-Jul-2024 | 🔗 | 1 | 4090 | ✔ | ✔ | 0.4545 | 0.7437 | 0.4679 | 0.3791 | 0.5415 |
| 245 #13429 |
donghua User #521 |
masaaifi | 27-Aug-2024 | 🔗 | 1 | 4090 | 0.4542 | 0.7525 | 0.4682 | 0.3807 | 0.5463 | ||
| 246 #13484 |
1 User #323 |
1 | 17-Sep-2024 | 🔗 | 1 | 1 | 0.4537 | 0.7750 | 0.4577 | 0.3851 | 0.5566 | ||
| 247 #10848 |
HSU IMB SmartShip User #279 |
DyHead
MaCVi 23 |
24-Oct-2022 | 1 | A100 | ✔ | 0.4534 | 0.7125 | 0.4847 | 0.3754 | 0.5213 | ||
| 248 #13017 |
donghua User #521 |
rtdetr-PACAPN | 31-Mar-2024 | 🔗 | 83.3 | RTX-2080 SUPER | ✔ | ✔ | 0.4528 | 0.7515 | 0.4646 | 0.3797 | 0.5440 |
| 249 #13424 |
donghua User #521 |
c3-condow | 22-Aug-2024 | 🔗 | 1 | 4090 | 0.4524 | 0.7585 | 0.4607 | 0.3841 | 0.5472 | ||
| 250 #13417 |
donghua User #521 |
rmtc3-focusmy | 19-Aug-2024 | 🔗 | 1 | 4090 | 0.4524 | 0.7385 | 0.4753 | 0.3784 | 0.5384 | ||
| 251 #13487 |
1 User #323 |
1 | 21-Sep-2024 | 🔗 | 1 | 1 | 0.4521 | 0.7816 | 0.4568 | 0.3851 | 0.5581 | ||
| 252 #13372 |
donghua User #521 |
SIL-ASF-FASTER | 12-Jul-2024 | 🔗 | 1 | 4090 | ✔ | ✔ | 0.4517 | 0.7544 | 0.4650 | 0.3765 | 0.5494 |
| 253 #11040 |
12 User #333 |
belele | 24-May-2023 | 123 | 123 | 0.4516 | 0.7390 | 0.4775 | 0.3856 | 0.5222 | |||
| 254 #11500 |
FEUP User #308 |
Ensemble s0 | 16-Jul-2023 | -1 | A2000 | ✔ | ✔ | 0.4512 | 0.7657 | 0.4678 | 0.3993 | 0.5347 | |
| 255 #12690 |
HUST User #472 |
Yolov8s-v12 | 17-Jan-2024 | 🔗 | 1 | 4090 | 0.4497 | 0.7204 | 0.4789 | 0.3872 | 0.5153 | ||
| 256 #13156 |
1 User #444 |
1 | 12-May-2024 | 🔗 | 1 | 1 | 0.4491 | 0.7389 | 0.4697 | 0.3786 | 0.5187 | ||
| 257 #14395 |
shmtu User #525 |
v9s | 05-Mar-2025 | 🔗 | 0 | 4090 | 0.4480 | 0.7262 | 0.4641 | 0.3820 | 0.5192 | ||
| 258 #14441 |
bjtu User #850 |
yolov11x | 23-Mar-2025 | 🔗 | 8 | 3090 | 0.4480 | 0.7190 | 0.4791 | 0.3896 | 0.5125 | ||
| 259 #14442 |
bjtu User #850 |
yolov11x | 24-Mar-2025 | 🔗 | 8 | 3090 | 0.4480 | 0.7190 | 0.4791 | 0.3896 | 0.5125 | ||
| 260 #13159 |
1 User #444 |
1 | 12-May-2024 | 🔗 | 1 | 1 | 0.4475 | 0.7399 | 0.4613 | 0.3800 | 0.5139 | ||
| 261 #12669 |
HUST User #472 |
Yolov8s-v5 | 10-Jan-2024 | 🔗 | 1 | 4090 | 0.4473 | 0.7235 | 0.4724 | 0.3894 | 0.5152 | ||
| 262 #12671 |
HUST User #472 |
Yolov8s-v8 | 11-Jan-2024 | 🔗 | 1 | 4090 | 0.4473 | 0.7132 | 0.4733 | 0.3842 | 0.5115 | ||
| 263 #12977 |
SCUT User #517 |
Maritime-RTDETR | 24-Mar-2024 | 🔗 | 30 | RTX4090 | 0.4468 | 0.7207 | 0.4704 | 0.3799 | 0.5121 | ||
| 264 #13390 |
donghua User #521 |
Faster-Rep-EMA-soep | 21-Jul-2024 | 🔗 | 1 | 4090 | ✔ | ✔ | 0.4462 | 0.7321 | 0.4699 | 0.3786 | 0.5391 |
| 265 #13374 |
ZJITC User #534 |
sf-detr | 13-Jul-2024 | 🔗 | 1 | T4 | 0.4457 | 0.7792 | 0.4491 | 0.3770 | 0.5634 | ||
| 266 #13373 |
ZJITC User #534 |
sf-detr | 13-Jul-2024 | 🔗 | 1 | T4 | 0.4457 | 0.7792 | 0.4491 | 0.3770 | 0.5634 | ||
| 267 #12375 |
dong User #323 |
8-1 | 17-Nov-2023 | 🔗 | 1 | 1 | ✔ | 0.4442 | 0.7361 | 0.4595 | 0.3791 | 0.5172 | |
| 268 #11039 |
asd User #333 |
lala | 24-May-2023 | 1 | 312 | ✔ | 0.4442 | 0.7477 | 0.4595 | 0.3741 | 0.5137 | ||
| 269 #13089 |
donghua User #521 |
rtdetr-DRB | 20-Apr-2024 | 🔗 | 1 | RTX-2080 SUPER | ✔ | ✔ | 0.4441 | 0.7320 | 0.4554 | 0.3768 | 0.5585 |
| 270 #12680 |
HUST User #472 |
Yolov8s-v101 | 12-Jan-2024 | 🔗 | 1 | 4090 | 0.4435 | 0.7092 | 0.4695 | 0.3874 | 0.5150 | ||
| 271 #13364 |
donghua User #521 |
vss | 10-Jul-2024 | 🔗 | 1 | 4090 | ✔ | ✔ | 0.4432 | 0.7263 | 0.4636 | 0.3667 | 0.5352 |
| 272 #11513 |
User #299 |
yolo | 19-Jul-2023 | 30 | RTX3080Ti | 0.4425 | 0.7683 | 0.4499 | 0.3846 | 0.5158 | |||
| 273 #13841 |
Stevens Inst. of Tech User #652 |
Yolov11 (0% synth) | 26-Nov-2024 | 🔗 | -1 | L40s | 0.4424 | 0.7315 | 0.4549 | 0.4017 | 0.5484 | ||
| 274 #13145 |
1 User #444 |
1 | 09-May-2024 | 🔗 | 1 | 1 | 0.4419 | 0.7296 | 0.4538 | 0.3820 | 0.5119 | ||
| 275 #13790 |
Francesco Londretti User #549 |
YOLOX_Darknet53 | 17-Nov-2024 | 🔗 | 0 | A40 | ✔ | 0.4417 | 0.7400 | 0.4560 | 0.3750 | 0.5026 | |
| 276 #12410 |
dong User #323 |
B28 | 30-Nov-2023 | 🔗 | 1 | 1 | ✔ | 0.4414 | 0.7217 | 0.4591 | 0.3771 | 0.5084 | |
| 277 #14470 |
CIPUC User #426 |
sds2_yolo11 | 05-Apr-2025 | 🔗 | 0 | RTX 4090 | 0.4413 | 0.7415 | 0.4583 | 0.3802 | 0.5178 | ||
| 278 #12660 |
HUST User #472 |
Yolov8s-v7 | 10-Jan-2024 | 🔗 | 1 | 4090 | 0.4412 | 0.7031 | 0.4706 | 0.3829 | 0.5096 | ||
| 279 #13101 |
1 User #444 |
402dg | 25-Apr-2024 | 🔗 | 1 | 1 | 0.4408 | 0.7227 | 0.4628 | 0.3739 | 0.5090 | ||
| 280 #13058 |
donghua User #521 |
rtdetr-r50-DRB | 08-Apr-2024 | 🔗 | 87.7 | RTX-2080 SUPER | ✔ | ✔ | 0.4407 | 0.7363 | 0.4508 | 0.3734 | 0.5291 |
| 281 #13649 |
sprinkler User #547 |
yolov8.11_SIX | 26-Oct-2024 | 🔗 | 50 | 4090 | 0.4401 | 0.7330 | 0.4495 | 0.3853 | 0.5294 | ||
| 282 #13110 |
1 User #323 |
4d28 | 28-Apr-2024 | 🔗 | 1 | 1 | 0.4397 | 0.7198 | 0.4554 | 0.3721 | 0.5055 | ||
| 283 #10420 |
User #212 |
YoloCNSv2
MaCVi 23 |
24-Sep-2022 | 60 | TeslaP6 | ✔ | 0.4397 | 0.7185 | 0.4719 | 0.3629 | 0.5107 | ||
| 284 #12415 |
dong User #444 |
AB28 | 30-Nov-2023 | 🔗 | 1 | 1 | ✔ | 0.4395 | 0.7142 | 0.4570 | 0.3686 | 0.5038 | |
| 285 #12672 |
HUST User #472 |
Yolov8s-v9 | 11-Jan-2024 | 🔗 | 1 | 4090 | 0.4393 | 0.7001 | 0.4635 | 0.3774 | 0.5055 | ||
| 286 #13118 |
1 User #323 |
dg | 30-Apr-2024 | 🔗 | 1 | 1 | 0.4392 | 0.7206 | 0.4589 | 0.3696 | 0.5067 | ||
| 287 #13102 |
1 User #444 |
402falsedg | 25-Apr-2024 | 🔗 | 1 | 1 | 0.4391 | 0.7199 | 0.4580 | 0.3738 | 0.5079 | ||
| 288 #11503 |
FEUP User #308 |
Ensemble s1765 | 17-Jul-2023 | -1 | A2000 | ✔ | ✔ | 0.4390 | 0.7344 | 0.4610 | 0.3864 | 0.5143 | |
| 289 #13063 |
donghua User #524 |
AB2D-yolov8s-adown | 09-Apr-2024 | 🔗 | 1 | RTX-2080 SUPER | ✔ | ✔ | 0.4388 | 0.7260 | 0.4562 | 0.3718 | 0.5095 |
| 290 #13062 |
donghua User #524 |
AB2D-yolov8s-DGCST | 09-Apr-2024 | 🔗 | 1 | RTX-2080 SUPER | ✔ | ✔ | 0.4388 | 0.7260 | 0.4562 | 0.3718 | 0.5095 |
| 291 #13091 |
donghua User #521 |
rt-detr-fasternet | 21-Apr-2024 | 🔗 | 1 | RTX-2080 SUPER | ✔ | ✔ | 0.4387 | 0.7412 | 0.4497 | 0.3713 | 0.5318 |
| 292 #11381 |
FEUP User #308 |
Altitude - E8 1e-3 s0 | 23-Jun-2023 | -1 | A2000 | ✔ | ✔ | 0.4385 | 0.7428 | 0.4585 | 0.3839 | 0.5157 | |
| 293 #13059 |
donghua User #521 |
AB2D-yolov8s | 08-Apr-2024 | 🔗 | 1 | RTX-2080 SUPER | ✔ | ✔ | 0.4380 | 0.7135 | 0.4497 | 0.3710 | 0.5074 |
| 294 #11515 |
FEUP User #308 |
Angle - E8 5e-3 s0 | 19-Jul-2023 | -1 | A2000 | ✔ | ✔ | 0.4377 | 0.7415 | 0.4556 | 0.3884 | 0.5123 | |
| 295 #12710 |
shanghai User #432 |
yolov7+meta_alt | 24-Jan-2024 | 🔗 | 1 | 3090 | ✔ | 0.4375 | 0.7283 | 0.4588 | 0.3795 | 0.5048 | |
| 296 #13650 |
sprinkler User #547 |
RFPN_11_FiveC_Un_0.5 | 26-Oct-2024 | 🔗 | 50 | 4090 | 0.4372 | 0.7317 | 0.4451 | 0.3853 | 0.5226 | ||
| 297 #13641 |
University of Pisa User #549 |
YOLOX_Darknet53 | 24-Oct-2024 | 🔗 | 0 | A40 | 0.4365 | 0.7250 | 0.4521 | 0.3710 | 0.4952 | ||
| 298 #11501 |
FEUP User #308 |
Ensemble s42 | 16-Jul-2023 | -1 | A2000 | ✔ | ✔ | 0.4362 | 0.7387 | 0.4522 | 0.3854 | 0.5144 | |
| 299 #11442 |
FEUP User #308 |
Both - E8 5e-3 5e-3 s0 | 06-Jul-2023 | -1 | A2000 | ✔ | ✔ | 0.4361 | 0.7318 | 0.4558 | 0.3815 | 0.5064 | |
| 300 #14440 |
bjtu User #850 |
yolov11 | 22-Mar-2025 | 🔗 | 8 | 3090 | 0.4357 | 0.6987 | 0.4739 | 0.3760 | 0.4953 | ||
| 301 #13309 |
ZJITC User #534 |
test | 21-Jun-2024 | 🔗 | 1 | T4 | 0.4356 | 0.7428 | 0.4456 | 0.3718 | 0.5665 | ||
| 302 #13620 |
sprinkler User #547 |
yolov8_UNC | 22-Oct-2024 | 🔗 | 50 | 4090 | 0.4354 | 0.7107 | 0.4619 | 0.3824 | 0.5281 | ||
| 303 #12411 |
dong User #323 |
AB28-D2 | 30-Nov-2023 | 🔗 | 1 | 1 | ✔ | 0.4351 | 0.7093 | 0.4655 | 0.3683 | 0.5022 | |
| 304 #13621 |
sprinkler User #547 |
yolov8_UN | 22-Oct-2024 | 🔗 | 50 | 4090 | 0.4351 | 0.7209 | 0.4552 | 0.3824 | 0.5181 | ||
| 305 #13455 |
2 User #323 |
2 | 06-Sep-2024 | 🔗 | 1 | 1 | 0.4351 | 0.7585 | 0.4403 | 0.3721 | 0.5407 | ||
| 306 #13454 |
1 User #323 |
1 | 06-Sep-2024 | 🔗 | 1 | 1 | 0.4351 | 0.7585 | 0.4403 | 0.3721 | 0.5407 | ||
| 307 #11274 |
FEUP User #308 |
Angle - E8 5e-3 s42 | 13-Jun-2023 | -1 | A2000 | ✔ | ✔ | 0.4351 | 0.7345 | 0.4534 | 0.3791 | 0.5045 | |
| 308 #13019 |
donghua User #521 |
rtdetr-lsknet | 01-Apr-2024 | 🔗 | 103.1 | RTX-2080 SUPER | ✔ | ✔ | 0.4350 | 0.7424 | 0.4317 | 0.3733 | 0.5280 |
| 309 #13662 |
sprinkler User #547 |
yolov8.11 _balance | 29-Oct-2024 | 🔗 | 50 | 4090 | 0.4344 | 0.7239 | 0.4521 | 0.3878 | 0.5298 | ||
| 310 #11502 |
FEUP User #308 |
Ensemble S821 | 16-Jul-2023 | -1 | A2000 | ✔ | ✔ | 0.4341 | 0.7353 | 0.4476 | 0.3816 | 0.5106 | |
| 311 #13614 |
sprinkler User #547 |
yolo11 | 21-Oct-2024 | 🔗 | 50 | 4090 | 0.4340 | 0.7192 | 0.4518 | 0.3801 | 0.5176 | ||
| 312 #11290 |
FEUP User #308 |
Both - E8 5e-3 1e-3 s0 | 14-Jun-2023 | -1 | A2000 | ✔ | ✔ | 0.4337 | 0.7272 | 0.4502 | 0.3792 | 0.5048 | |
| 313 #11516 |
FEUP User #308 |
Angle - E4 5e-3 s0 | 19-Jul-2023 | -1 | A2000 | ✔ | ✔ | 0.4336 | 0.7239 | 0.4565 | 0.3827 | 0.5050 | |
| 314 #13667 |
sprinkler User #547 |
predictions_RFPN_5C_B_0.5 | 31-Oct-2024 | 🔗 | 50 | 4090 | 0.4333 | 0.7174 | 0.4614 | 0.3825 | 0.5174 | ||
| 315 #12423 |
dong User #444 |
B2 | 30-Nov-2023 | 🔗 | 11 | 1 | ✔ | 0.4329 | 0.7149 | 0.4537 | 0.3680 | 0.4991 | |
| 316 #11276 |
FEUP User #308 |
Angle - E8 5e-3 s1765 | 13-Jun-2023 | -1 | A2000 | ✔ | ✔ | 0.4328 | 0.7183 | 0.4556 | 0.3818 | 0.5047 | |
| 317 #13100 |
1 User #444 |
402s | 25-Apr-2024 | 🔗 | 1 | 1 | 0.4325 | 0.7166 | 0.4435 | 0.3699 | 0.5042 | ||
| 318 #12656 |
HUST User #472 |
Yolov8s-bifp2 | 10-Jan-2024 | 🔗 | 1 | A100 | 0.4323 | 0.6924 | 0.4588 | 0.3695 | 0.4913 | ||
| 319 #11514 |
FEUP User #308 |
Altitude - E8 1E-3 s1765 | 19-Jul-2023 | -1 | A2000 | ✔ | ✔ | 0.4323 | 0.7270 | 0.4600 | 0.3771 | 0.5025 | |
| 320 #11518 |
FEUP User #308 |
Angle - E4 1e-3 s0 | 22-Jul-2023 | -1 | A2000 | ✔ | ✔ | 0.4319 | 0.7272 | 0.4507 | 0.3792 | 0.5009 | |
| 321 #11329 |
FEUP User #308 |
Altitude - E4 1e-3 s0 | 17-Jun-2023 | -1 | A2000 | ✔ | ✔ | 0.4317 | 0.7347 | 0.4507 | 0.3789 | 0.5050 | |
| 322 #13003 |
THu User #515 |
SDS_1 | 28-Mar-2024 | 🔗 | 1 | V100 | ✔ | 0.4315 | 0.7293 | 0.4577 | 0.3560 | 0.5052 | |
| 323 #12414 |
dong User #323 |
AB28-D3 | 30-Nov-2023 | 🔗 | 1 | 1 | 0.4314 | 0.7178 | 0.4482 | 0.3696 | 0.5057 | ||
| 324 #13056 |
HPI User #497 |
EfficientDet-Lite0 | 07-Apr-2024 | 🔗 | -1 | RTX3090 | 0.4314 | 0.7142 | 0.4587 | 0.3944 | 0.5820 | ||
| 325 #11331 |
FEUP User #308 |
Altitude - E4 5e-3 s0 | 17-Jun-2023 | -1 | A2000 | ✔ | ✔ | 0.4309 | 0.7160 | 0.4617 | 0.3777 | 0.5023 | |
| 326 #13060 |
donghua User #524 |
AB2D-neckhalf-c2fdwr | 08-Apr-2024 | 🔗 | 1 | RTX-2080 SUPER | ✔ | ✔ | 0.4308 | 0.7172 | 0.4450 | 0.3692 | 0.5053 |
| 327 #12634 |
HUST User #472 |
Yolov8-p2s | 09-Jan-2024 | 🔗 | 1 | Nvidia 4090 | 0.4304 | 0.6974 | 0.4578 | 0.3703 | 0.4927 | ||
| 328 #11340 |
FEUP User #308 |
Baseline - Evolved s0 | 19-Jun-2023 | -1 | A2000 | ✔ | 0.4302 | 0.7186 | 0.4500 | 0.3826 | 0.5017 | ||
| 329 #13146 |
1 User #323 |
1 | 09-May-2024 | 🔗 | 1 | 1 | 0.4302 | 0.7074 | 0.4507 | 0.3636 | 0.4961 | ||
| 330 #11520 |
FEUP User #308 |
Angle - E8 1e-2 s0 | 22-Jul-2023 | -1 | A2000 | 0.4302 | 0.7205 | 0.4545 | 0.3763 | 0.5007 | |||
| 331 #11499 |
FEUP User #308 |
Altitude - E8 1e-3 s821 | 13-Jul-2023 | -1 | A2000 | ✔ | ✔ | 0.4296 | 0.7226 | 0.4475 | 0.3748 | 0.4988 | |
| 332 #11521 |
FEUP User #308 |
Angle - E8 1e-3 s0 | 25-Jul-2023 | -1 | A2000 | ✔ | ✔ | 0.4296 | 0.7183 | 0.4554 | 0.3776 | 0.5029 | |
| 333 #11382 |
FEUP User #308 |
Altitude - E8 5e-3 s0 | 23-Jun-2023 | -1 | A2000 | ✔ | ✔ | 0.4288 | 0.7175 | 0.4530 | 0.3745 | 0.4967 | |
| 334 #12374 |
dong User #323 |
8 | 16-Nov-2023 | 🔗 | 1 | 1 | 0.4286 | 0.6837 | 0.4591 | 0.3700 | 0.4875 | ||
| 335 #11504 |
FEUP User #308 |
Both - E8 5e-3 5e-3 s42 | 17-Jul-2023 | -1 | A2000 | ✔ | ✔ | 0.4283 | 0.7224 | 0.4452 | 0.3763 | 0.5007 | |
| 336 #11380 |
FEUP User #308 |
Altitude - E8 1e-2 s0 | 23-Jun-2023 | -1 | A2000 | ✔ | ✔ | 0.4275 | 0.7224 | 0.4420 | 0.3761 | 0.4993 | |
| 337 #11206 |
FEUP User #308 |
Angle - E8 1e-3 s0 | 06-Jun-2023 | -1 | NVIDIA 3080 Ti | ✔ | ✔ | 0.4274 | 0.7227 | 0.4431 | 0.3759 | 0.4993 | |
| 338 #12707 |
HUST User #472 |
yolo12n | 21-Jan-2024 | 🔗 | 1 | 4090 | 0.4267 | 0.6937 | 0.4516 | 0.3698 | 0.4905 | ||
| 339 #13385 |
ZJITC User #534 |
sf-detr | 17-Jul-2024 | 🔗 | 1 | T4 | 0.4260 | 0.7155 | 0.4399 | 0.3894 | 0.5919 | ||
| 340 #14393 |
ZJITC User #534 |
sf-detr | 04-Mar-2025 | 🔗 | 1 | T4 | 0.4260 | 0.7155 | 0.4399 | 0.3894 | 0.5919 | ||
| 341 #11505 |
FEUP User #308 |
Both - E8 5e-3 5e-3 s821 | 17-Jul-2023 | -1 | A2000 | ✔ | ✔ | 0.4257 | 0.7113 | 0.4477 | 0.3687 | 0.4938 | |
| 342 #11341 |
FEUP User #308 |
Baseline - Evolved s42 | 19-Jun-2023 | -1 | A2000 | ✔ | 0.4255 | 0.7142 | 0.4429 | 0.3754 | 0.4961 | ||
| 343 #11355 |
FEUP User #308 |
Baseline - Evolved s1765 | 20-Jun-2023 | -1 | A2000 | ✔ | 0.4253 | 0.7125 | 0.4494 | 0.3752 | 0.4941 | ||
| 344 #11330 |
FEUP User #308 |
Altitude - E4 1e-2 s0 | 17-Jun-2023 | -1 | A2000 | ✔ | ✔ | 0.4252 | 0.7195 | 0.4448 | 0.3763 | 0.4958 | |
| 345 #13842 |
Stevens Inst. of Tech User #652 |
Yolov11 (25% synth) | 26-Nov-2024 | 🔗 | -1 | L40s | ✔ | 0.4251 | 0.6724 | 0.4430 | 0.3884 | 0.5315 | |
| 346 #11336 |
FEUP User #308 |
Baseline - Default s1765 | 18-Jun-2023 | -1 | A2000 | ✔ | 0.4250 | 0.7147 | 0.4406 | 0.3843 | 0.5155 | ||
| 347 #11450 |
FEUP User #308 |
Both - E8 5e-3 5e-3 s1765 | 07-Jul-2023 | -1 | A2000 | ✔ | ✔ | 0.4249 | 0.7140 | 0.4503 | 0.3733 | 0.4944 | |
| 348 #14397 |
shmtu User #525 |
11s | 07-Mar-2025 | 🔗 | 0 | 4090 | 0.4246 | 0.6934 | 0.4482 | 0.3616 | 0.4966 | ||
| 349 #12673 |
HUST User #472 |
Yolov8s-v4 | 11-Jan-2024 | 🔗 | 1 | 4090 | 0.4244 | 0.6897 | 0.4522 | 0.3727 | 0.4917 | ||
| 350 #11275 |
FEUP User #308 |
Angle - E8 5e-3 s821 | 13-Jun-2023 | -1 | A2000 | ✔ | ✔ | 0.4241 | 0.7113 | 0.4408 | 0.3762 | 0.5001 | |
| 351 #11448 |
FEUP User #308 |
Both - E8 1e-3 1e-3 s0 | 07-Jul-2023 | -1 | A2000 | ✔ | ✔ | 0.4235 | 0.7131 | 0.4453 | 0.3717 | 0.4957 | |
| 352 #11444 |
FEUP User #308 |
Both - E8 1e-3 5e-3 s0 | 06-Jul-2023 | -1 | A2000 | ✔ | ✔ | 0.4233 | 0.7045 | 0.4464 | 0.3708 | 0.4944 | |
| 353 #10729 |
Santa Clara University User #241 |
Object Detection
MaCVi 23 |
21-Oct-2022 | 3 | Nvidia Titan | 0.4232 | 0.7052 | 0.4432 | 0.3573 | 0.4978 | |||
| 354 #12400 |
dong User #323 |
5s | 24-Nov-2023 | 🔗 | 1 | 1 | ✔ | 0.4231 | 0.7338 | 0.4304 | 0.3649 | 0.4976 | |
| 355 #14476 |
CIPUC User #426 |
sds2_yolov8s | 07-Apr-2025 | 🔗 | 0 | RTX 4090 | 0.4221 | 0.7278 | 0.4246 | 0.3755 | 0.5205 | ||
| 356 #11306 |
FEUP User #308 |
Baseline - Default s0 | 16-Jun-2023 | -1 | A2000 | ✔ | 0.4220 | 0.7225 | 0.4360 | 0.3866 | 0.5099 | ||
| 357 #11356 |
FEUP User #308 |
Baseline - Evolved s821 | 20-Jun-2023 | -1 | A2000 | ✔ | 0.4218 | 0.7081 | 0.4446 | 0.3708 | 0.4925 | ||
| 358 #11498 |
FEUP User #308 |
Altitude - E8 1e-3 s42 | 13-Jul-2023 | -1 | A2000 | ✔ | ✔ | 0.4217 | 0.7174 | 0.4355 | 0.3726 | 0.4965 | |
| 359 #11337 |
FEUP User #308 |
Baseline - Default s821 | 18-Jun-2023 | -1 | A2000 | ✔ | 0.4216 | 0.7307 | 0.4373 | 0.3832 | 0.5091 | ||
| 360 #12635 |
HUST User #472 |
Yolov8n-v5 | 09-Jan-2024 | 🔗 | 1 | Nvidia 4090 | 0.4208 | 0.6831 | 0.4395 | 0.3623 | 0.4806 | ||
| 361 #11443 |
FEUP User #308 |
Both - E8 5e-4 5e-4 s0 | 06-Jul-2023 | -1 | A2000 | ✔ | ✔ | 0.4202 | 0.7150 | 0.4342 | 0.3697 | 0.4937 | |
| 362 #10745 |
FIT BUT User #274 |
pix2seq
MaCVi 23 |
21-Oct-2022 | 1 | RTX3090 | ✔ | 0.4194 | 0.7485 | 0.4056 | 0.3940 | 0.5379 | ||
| 363 #11308 |
feup User #308 |
Baseline - Default s42 | 16-Jun-2023 | -1 | A2000 | ✔ | 0.4192 | 0.7100 | 0.4282 | 0.3777 | 0.5008 | ||
| 364 #13617 |
zy User #503 |
300v8 | 21-Oct-2024 | 🔗 | 105 | rtx4090 | 0.4189 | 0.6982 | 0.4329 | 0.3754 | 0.4964 | ||
| 365 #10491 |
UESTC User #239 |
baseline
MaCVi 23 |
09-Oct-2022 | -1 | -1 | 0.4182 | 0.7231 | 0.4213 | 0.3636 | 0.4888 | |||
| 366 #12888 |
dong User #323 |
8l | 13-Mar-2024 | 🔗 | 1 | 1 | ✔ | 0.4181 | 0.6655 | 0.4382 | 0.3606 | 0.4767 | |
| 367 #10393 |
University Tübingen User #179 |
Baseline
MaCVi 23 |
12-Sep-2022 | 66 | RTX 3080 | ✔ | 0.4181 | 0.7233 | 0.4215 | 0.3633 | 0.4891 | ||
| 368 #10476 |
Santa Clara University User #241 |
Object Detection
MaCVi 23 |
07-Oct-2022 | 3 | Titan Xp | 0.4179 | 0.7231 | 0.4216 | 0.3635 | 0.4887 | |||
| 369 #12887 |
dong User #323 |
8m | 13-Mar-2024 | 🔗 | 1 | 11 | ✔ | 0.4179 | 0.6662 | 0.4391 | 0.3621 | 0.4767 | |
| 370 #12625 |
HUST User #472 |
Yolov8-v6 | 08-Jan-2024 | 🔗 | 1 | Nvidia 4090 | 0.4162 | 0.6738 | 0.4430 | 0.3629 | 0.4811 | ||
| 371 #12699 |
shanghai User #432 |
yolov8x | 19-Jan-2024 | 🔗 | 1 | 3090 | 0.4158 | 0.7035 | 0.4295 | 0.3703 | 0.5020 | ||
| 372 #12609 |
HUST User #472 |
Yolov8-v4 | 06-Jan-2024 | 🔗 | 1 | Nvidia 4090 | 0.4150 | 0.6731 | 0.4415 | 0.3542 | 0.4764 | ||
| 373 #12704 |
shanghai User #432 |
syn_yolov8 | 20-Jan-2024 | 🔗 | 1 | 3090 | 0.4143 | 0.6876 | 0.4372 | 0.3756 | 0.4973 | ||
| 374 #13542 |
1 User #323 |
10 | 04-Oct-2024 | 🔗 | 1 | 1 | 0.4132 | 0.6825 | 0.4291 | 0.3654 | 0.5038 | ||
| 375 #10660 |
Santa Clara University User #241 |
Object Detection
MaCVi 23 |
16-Oct-2022 | 3 | Nvidia Titan | 0.4131 | 0.7168 | 0.4194 | 0.3620 | 0.4878 | |||
| 376 #12862 |
shmtu User #511 |
v8m | 10-Mar-2024 | 🔗 | 52 | 2080TI | 0.4124 | 0.6419 | 0.4434 | 0.3625 | 0.4686 | ||
| 377 #13022 |
donghua User #521 |
rtdetr-unireplknet | 02-Apr-2024 | 🔗 | 101.0 | RTX-2080 SUPER | ✔ | ✔ | 0.4119 | 0.7067 | 0.4170 | 0.3567 | 0.5054 |
| 378 #12402 |
dong User #323 |
7 | 27-Nov-2023 | 🔗 | 1 | 1 | ✔ | 0.4112 | 0.7362 | 0.4103 | 0.3652 | 0.5030 | |
| 379 #14444 |
tellMe User #850 |
yolov11m-nonlocal | 24-Mar-2025 | 🔗 | 8 | 3090 | 0.4112 | 0.6579 | 0.4487 | 0.3580 | 0.4689 | ||
| 380 #13153 |
hpi User #497 |
ssd-lite | 10-May-2024 | 🔗 | 32 | RTX3090 | 0.4107 | 0.7340 | 0.4065 | 0.3522 | 0.4960 | ||
| 381 #10814 |
FIT BUT User #274 |
pix2seq
MaCVi 23 |
24-Oct-2022 | 1 | RTX3090 | ✔ | 0.4095 | 0.7380 | 0.3900 | 0.3837 | 0.5266 | ||
| 382 #11519 |
FEUP User #308 |
Angle - E4 1e-2 s0 | 22-Jul-2023 | -1 | A2000 | ✔ | ✔ | 0.4091 | 0.6937 | 0.4182 | 0.3610 | 0.4834 | |
| 383 #12626 |
HUST User #472 |
Yolov8-p2 | 08-Jan-2024 | 🔗 | 1 | Nvidia 4090 | 0.4063 | 0.6582 | 0.4364 | 0.3589 | 0.4725 | ||
| 384 #13964 |
Stevens Inst. of Tech User #653 |
Yolov11x (+25k synth) | 05-Dec-2024 | 🔗 | -1 | L40s | 0.4050 | 0.6271 | 0.4360 | 0.3680 | 0.4786 | ||
| 385 #13917 |
Stevens Inst. of Tech User #653 |
Yolov11x (50% synth) | 02-Dec-2024 | 🔗 | -1 | L40s | 0.4049 | 0.6278 | 0.4342 | 0.3675 | 0.4791 | ||
| 386 #10969 |
FEUP User #325 |
baseline-8e-lossota | 26-Apr-2023 | 1 | 3080 Ti | 0.4043 | 0.7042 | 0.4149 | 0.3629 | 0.4819 | |||
| 387 #13480 |
sprinkler User #547 |
yolov8 | 11-Sep-2024 | 🔗 | 50 | 4090 | 0.4016 | 0.6796 | 0.4137 | 0.3661 | 0.4794 | ||
| 388 #13919 |
Stevens Inst. of Tech User #652 |
Yolov11x (75% synth) | 02-Dec-2024 | 🔗 | -1 | L40s | 0.4005 | 0.6356 | 0.4313 | 0.3687 | 0.4806 | ||
| 389 #13619 |
sprinkler User #547 |
yolov8SAHI | 21-Oct-2024 | 🔗 | 50 | 4090 | 0.4001 | 0.6216 | 0.4318 | 0.3516 | 0.4690 | ||
| 390 #13965 |
Stevens Inst. of Tech User #653 |
Yolov11 (+50k synth) | 05-Dec-2024 | 🔗 | -1 | L40s | 0.3999 | 0.6264 | 0.4272 | 0.3671 | 0.4764 | ||
| 391 #12906 |
dong User #323 |
8s-b | 14-Mar-2024 | 🔗 | 1 | 1 | ✔ | 0.3990 | 0.6498 | 0.4219 | 0.3468 | 0.4595 | |
| 392 #13108 |
1 User #323 |
48s | 28-Apr-2024 | 🔗 | 1 | 1 | 0.3976 | 0.6599 | 0.4119 | 0.3460 | 0.4578 | ||
| 393 #12903 |
dong User #323 |
8D | 14-Mar-2024 | 🔗 | 1 | 1 | ✔ | 0.3968 | 0.6538 | 0.4111 | 0.3476 | 0.4587 | |
| 394 #13915 |
Stevens Inst. of Tech User #653 |
Yolo11x-0% | 02-Dec-2024 | 🔗 | -1 | L40s | 0.3965 | 0.6149 | 0.4235 | 0.3639 | 0.4723 | ||
| 395 #13076 |
1 User #323 |
multihead-8s | 12-Apr-2024 | 🔗 | 1 | 1 | 0.3962 | 0.6543 | 0.4091 | 0.3473 | 0.4606 | ||
| 396 #13148 |
1 User #323 |
1 | 10-May-2024 | 🔗 | 1 | 1 | 0.3956 | 0.6522 | 0.4070 | 0.3442 | 0.4554 | ||
| 397 #13916 |
Stevens Inst. of Tech User #653 |
Yolov11x (25% synth) | 02-Dec-2024 | 🔗 | -1 | L40s | 0.3940 | 0.6185 | 0.4233 | 0.3636 | 0.4697 | ||
| 398 #13966 |
Stevens Inst. of Tech User #653 |
Yolov11 (+90k synth) | 05-Dec-2024 | 🔗 | -1 | L40s | 0.3908 | 0.6088 | 0.4239 | 0.3533 | 0.4623 | ||
| 399 #12379 |
dong User #323 |
8 | 21-Nov-2023 | 🔗 | 1 | 1 | ✔ | 0.3891 | 0.6465 | 0.4050 | 0.3364 | 0.4493 | |
| 400 #13564 |
sprinkler User #547 |
yolov8_CGR_nwd2 | 10-Oct-2024 | 🔗 | 50 | 4090 | 0.3885 | 0.6540 | 0.3994 | 0.3458 | 0.4492 | ||
| 401 #12560 |
UP User #471 |
Seae | 29-Dec-2023 | 🔗 | 90 | RTX 4060 | 0.3884 | 0.6731 | 0.3950 | 0.3319 | 0.4549 | ||
| 402 #10971 |
FEUP User #325 |
baseline-8e-default | 26-Apr-2023 | 1 | 3080 Ti | 0.3881 | 0.6825 | 0.3920 | 0.3477 | 0.4606 | |||
| 403 #12806 |
shanghai User #432 |
yolov9-altitude | 04-Mar-2024 | 🔗 | 1 | 3090 | ✔ | 0.3826 | 0.6019 | 0.4160 | 0.3391 | 0.4363 | |
| 404 #12825 |
shanghai User #432 |
yolov9 | 06-Mar-2024 | 🔗 | 1 | 3090 | 0.3812 | 0.5992 | 0.4183 | 0.3362 | 0.4325 | ||
| 405 #13541 |
DLMU User #556 |
Yolov5nBaseline | 03-Oct-2024 | 🔗 | 60 | RTX3090 | 0.3778 | 0.6585 | 0.3805 | 0.3444 | 0.4669 | ||
| 406 #13867 |
Stevens Inst. of Tech User #652 |
Yolov11 (25% synth) 2 | 29-Nov-2024 | 🔗 | -1 | L40s | 0.3770 | 0.6094 | 0.3887 | 0.3630 | 0.5066 | ||
| 407 #12696 |
HUST User #472 |
yolov5s | 19-Jan-2024 | 🔗 | 1 | 4090 | 0.3748 | 0.5923 | 0.4055 | 0.3329 | 0.4243 | ||
| 408 #13540 |
DLMU User #556 |
yolov10nBaseline | 03-Oct-2024 | 🔗 | 60 | RTX3090 | 0.3746 | 0.6427 | 0.3750 | 0.3470 | 0.4717 | ||
| 409 #14398 |
shmtu User #525 |
v10s2 | 07-Mar-2025 | 🔗 | 0 | 4090 | 0.3722 | 0.6124 | 0.3842 | 0.3577 | 0.4885 | ||
| 410 #11462 |
FEUP User #308 |
NoMosaic Ensemble s0 | 09-Jul-2023 | -1 | A2000 | ✔ | ✔ | 0.3719 | 0.6335 | 0.3808 | 0.3277 | 0.4395 | |
| 411 #13538 |
DLMU User #556 |
yolov8nBaseline | 02-Oct-2024 | 🔗 | 60 | RTX3090 | 0.3718 | 0.6468 | 0.3745 | 0.3357 | 0.4636 | ||
| 412 #12684 |
1 User #323 |
5 | 13-Jan-2024 | 🔗 | 1 | 1 | ✔ | 0.3701 | 0.7110 | 0.3518 | 0.3268 | 0.4413 | |
| 413 #11425 |
FEUP User #308 |
NoMosaic Ensemble s1765 | 02-Jul-2023 | -1 | A2000 | ✔ | ✔ | 0.3687 | 0.6278 | 0.3748 | 0.3300 | 0.4356 | |
| 414 #13294 |
donghua User #528 |
sun | 18-Jun-2024 | 🔗 | 46.2 | 4060 | 0.3680 | 0.6253 | 0.3683 | 0.3456 | 0.4684 | ||
| 415 #13173 |
donghua User #528 |
sun | 14-May-2024 | 🔗 | 46.2 | 4060 | 0.3680 | 0.6253 | 0.3683 | 0.3456 | 0.4684 | ||
| 416 #11463 |
FEUP User #308 |
NoMosaic Ensemble s42 | 09-Jul-2023 | -1 | A2000 | ✔ | ✔ | 0.3677 | 0.6275 | 0.3765 | 0.3295 | 0.4420 | |
| 417 #11396 |
FEUP User #308 |
NoMosaic Ang 8 1e-3 s0 | 24-Jun-2023 | -1 | A2000 | ✔ | ✔ | 0.3671 | 0.6226 | 0.3773 | 0.3276 | 0.4318 | |
| 418 #11483 |
FEUP User #308 |
NoMosaic Ensemble s821 | 09-Jul-2023 | -1 | A2000 | ✔ | ✔ | 0.3656 | 0.6197 | 0.3742 | 0.3249 | 0.4320 | |
| 419 #12853 |
shmtu User #511 |
v8n | 08-Mar-2024 | 🔗 | 60 | 2080TI | 0.3650 | 0.5833 | 0.3893 | 0.3201 | 0.4148 | ||
| 420 #12514 |
shanghai User #432 |
cal_detr_100 | 22-Dec-2023 | 🔗 | 1 | 3090 | 0.3650 | 0.6703 | 0.3662 | 0.3275 | 0.4513 | ||
| 421 #11438 |
FEUP User #308 |
NoMosaic Both 1e-3 1e-3 | 05-Jul-2023 | -1 | A2000 | ✔ | ✔ | 0.3637 | 0.6199 | 0.3673 | 0.3228 | 0.4285 | |
| 422 #12636 |
HUST User #472 |
Yolov8s-baseline | 09-Jan-2024 | 🔗 | 1 | Nvidia 4090 | 0.3637 | 0.5734 | 0.3892 | 0.3221 | 0.4127 | ||
| 423 #14409 |
RMB User #921 |
yolov11 | 11-Mar-2025 | 🔗 | 3.3 | RTX4060 | 0.3637 | 0.5863 | 0.3851 | 0.3279 | 0.4221 | ||
| 424 #11484 |
FEUP User #308 |
NoMosaic Ang 28 5e-3 s0 | 09-Jul-2023 | -1 | A2000 | 0.3620 | 0.6097 | 0.3709 | 0.3238 | 0.4255 | |||
| 425 #12495 |
shanghai User #432 |
cal_detr | 17-Dec-2023 | 🔗 | 1 | 3090 | 0.3619 | 0.6716 | 0.3524 | 0.3336 | 0.4544 | ||
| 426 #11421 |
FEUP User #308 |
NoMosaic Ang 8 1e-3 s1765 | 01-Jul-2023 | -1 | A2000 | ✔ | ✔ | 0.3605 | 0.6133 | 0.3692 | 0.3210 | 0.4221 | |
| 427 #11418 |
FEUP User #308 |
NoMosaic Ang 8 1e-3 s42 | 28-Jun-2023 | -1 | A2000 | ✔ | ✔ | 0.3600 | 0.6072 | 0.3708 | 0.3201 | 0.4254 | |
| 428 #12502 |
shanghai User #432 |
deformable_detr | 19-Dec-2023 | 🔗 | 1 | 3090 | 0.3595 | 0.6586 | 0.3608 | 0.3249 | 0.4447 | ||
| 429 #11486 |
231 User #353 |
231 | 10-Jul-2023 | 123 | 312 | 0.3595 | 0.6149 | 0.3662 | 0.3160 | 0.4223 | |||
| 430 #11395 |
FEUP User #308 |
NoMosaic Alt 8 5e-3 s0 | 24-Jun-2023 | -1 | A2000 | ✔ | ✔ | 0.3595 | 0.6149 | 0.3662 | 0.3160 | 0.4223 | |
| 431 #11482 |
FEUP User #308 |
NoMosaic Alt 8 1e-3 s0 | 09-Jul-2023 | -1 | A2000 | ✔ | ✔ | 0.3594 | 0.6149 | 0.3665 | 0.3159 | 0.4224 | |
| 432 #11454 |
FEUP User #308 |
NoMosaic Alt 28 1e-3 s0 | 08-Jul-2023 | -1 | A2000 | ✔ | ✔ | 0.3589 | 0.6002 | 0.3747 | 0.3210 | 0.4241 | |
| 433 #11399 |
FEUP User #308 |
NoMosaic Ang 28 1e-3 s0 | 25-Jun-2023 | -1 | A2000 | ✔ | ✔ | 0.3585 | 0.6133 | 0.3643 | 0.3147 | 0.4206 | |
| 434 #14419 |
RMB User #921 |
yolov11-SOEP | 14-Mar-2025 | 🔗 | 4.7 | RTX4060 | 0.3578 | 0.5712 | 0.3805 | 0.3175 | 0.4101 | ||
| 435 #11434 |
FEUP User #308 |
NoMosaic Alt 8 5e-3 s42 | 03-Jul-2023 | -1 | A2000 | ✔ | ✔ | 0.3559 | 0.6088 | 0.3647 | 0.3200 | 0.4273 | |
| 436 #11423 |
FEUP User #308 |
NoMosaic Alt 8 5e-3 s821 | 02-Jul-2023 | -1 | A2000 | ✔ | ✔ | 0.3558 | 0.6094 | 0.3610 | 0.3152 | 0.4199 | |
| 437 #11406 |
FEUP User #308 |
Baseline NoMosaic - s42 | 26-Jun-2023 | -1 | A2000 | ✔ | 0.3551 | 0.6034 | 0.3596 | 0.3179 | 0.4177 | ||
| 438 #11456 |
FEUP User #308 |
NoMosaic Alt 28 5e-3 s0 | 08-Jul-2023 | -1 | A2000 | ✔ | ✔ | 0.3536 | 0.6088 | 0.3607 | 0.3157 | 0.4178 | |
| 439 #11291 |
FEUP User #308 |
NoMosaic Ang 8 5e-3 s0 | 14-Jun-2023 | -1 | A2000 | ✔ | ✔ | 0.3535 | 0.6065 | 0.3609 | 0.3207 | 0.4171 | |
| 440 #12706 |
HUST User #472 |
yolov5n | 21-Jan-2024 | 🔗 | 1 | 4090 | 0.3526 | 0.5685 | 0.3793 | 0.3150 | 0.4023 | ||
| 441 #11461 |
FEUP User #308 |
NoMosaic Both 5e-3 5e-3 | 09-Jul-2023 | -1 | A2000 | ✔ | ✔ | 0.3514 | 0.5905 | 0.3587 | 0.3126 | 0.4139 | |
| 442 #14396 |
shmtu User #525 |
v10s? | 06-Mar-2025 | 🔗 | 0 | 4090 | 0.3514 | 0.5897 | 0.3578 | 0.3481 | 0.4797 | ||
| 443 #11420 |
FEUP User #308 |
NoMosaic Ang 8 1e-3 s821 | 01-Jul-2023 | -1 | A2000 | ✔ | ✔ | 0.3512 | 0.5922 | 0.3601 | 0.3144 | 0.4127 | |
| 444 #11407 |
FEUP User #308 |
Baseline - Default s821 | 26-Jun-2023 | -1 | A2000 | ✔ | 0.3510 | 0.5907 | 0.3617 | 0.3129 | 0.4124 | ||
| 445 #11436 |
FEUP User #308 |
NoMosaic Alt 8 5e-3 s1765 | 03-Jul-2023 | -1 | A2000 | ✔ | ✔ | 0.3508 | 0.5967 | 0.3587 | 0.3154 | 0.4146 | |
| 446 #14382 |
bjtu User #850 |
yolov8-noSplit | 23-Feb-2025 | 🔗 | 8 | 4090 | 0.3503 | 0.5439 | 0.3876 | 0.3091 | 0.3937 | ||
| 447 #10813 |
FIT BUT User #274 |
DETR
MaCVi 23 |
24-Oct-2022 | 1 | RTX3090 | ✔ | 0.3502 | 0.6763 | 0.3344 | 0.3205 | 0.4387 | ||
| 448 #12708 |
HUST User #472 |
yolo | 22-Jan-2024 | 🔗 | 1 | 4090 | 0.3493 | 0.5609 | 0.3762 | 0.3111 | 0.3995 | ||
| 449 #12698 |
shanghai User #432 |
yolov8_lsk | 19-Jan-2024 | 🔗 | 1 | 3090 | 0.3479 | 0.6232 | 0.3467 | 0.3243 | 0.4435 | ||
| 450 #13174 |
donghua User #528 |
sun | 14-May-2024 | 🔗 | 46.2 | 4060 | 0.3426 | 0.5611 | 0.3580 | 0.3293 | 0.4256 | ||
| 451 #11408 |
FEUP User #308 |
Baseline - Default s1765 | 26-Jun-2023 | -1 | A2000 | ✔ | 0.3421 | 0.5902 | 0.3423 | 0.3082 | 0.4052 | ||
| 452 #14421 |
RMB User #921 |
FDPN | 15-Mar-2025 | 🔗 | 3.7 | RTX4060 | 0.3418 | 0.5405 | 0.3668 | 0.3112 | 0.3928 | ||
| 453 #12588 |
dong User #323 |
faster-rcnn | 03-Jan-2024 | 🔗 | 3 | 1 | ✔ | 0.3408 | 0.5779 | 0.3505 | 0.2932 | 0.3953 | |
| 454 #11255 |
FEUP User #308 |
Baseline NoMosaic - s0 | 13-Jun-2023 | -1 | A2000 | ✔ | 0.3373 | 0.5752 | 0.3409 | 0.2949 | 0.3967 | ||
| 455 #13843 |
Stevens Inst. of Tech User #653 |
Yolov11 (50% synth) | 26-Nov-2024 | 🔗 | -1 | L40s | ✔ | 0.3319 | 0.5309 | 0.3514 | 0.3447 | 0.4857 | |
| 456 #10853 |
Granular AI User #248 |
YOLOv7
MaCVi 23 |
25-Oct-2022 | 80 | RTX 3090 | 0.3059 | 0.4771 | 0.3194 | 0.2831 | 0.4629 | |||
| 457 #10875 |
Granular AI User #248 |
YOLOv7
MaCVi 23 |
25-Oct-2022 | 80 | RTX 3090 | 0.3001 | 0.4725 | 0.3188 | 0.2476 | 0.4144 | |||
| 458 #14387 |
BJTU User #855 |
y8-iou0.5 | 25-Feb-2025 | 🔗 | 8 | 4090 | 0.2982 | 0.4447 | 0.3227 | 0.4166 | 0.5751 | ||
| 459 #14388 |
BJTU User #850 |
y8-iou0.2 | 25-Feb-2025 | 🔗 | 8 | 4090 | 0.2982 | 0.4447 | 0.3227 | 0.4166 | 0.5751 | ||
| 460 #12462 |
CIPUC User #426 |
fr101 | 11-Dec-2023 | 🔗 | 4.3 | RTX 4090 | 0.2921 | 0.5806 | 0.2676 | 0.2727 | 0.3765 | ||
| 461 #12682 |
1 User #323 |
ssd | 12-Jan-2024 | 🔗 | 1 | 1 | ✔ | 0.2707 | 0.5747 | 0.2289 | 0.2802 | 0.3870 | |
| 462 #13791 |
Francesco Londretti User #549 |
DETR_warmup | 17-Nov-2024 | 🔗 | 0 | A40 | ✔ | 0.2696 | 0.5530 | 0.2397 | 0.2699 | 0.4037 | |
| 463 #13684 |
Francesco Londretti User #549 |
DETR_lr_on_plateau_1 | 05-Nov-2024 | 🔗 | 0 | A40 | ✔ | 0.2649 | 0.5524 | 0.2293 | 0.2513 | 0.3803 | |
| 464 #13847 |
Stevens Inst. of Tech User #652 |
Yolov11 (75% synth) | 27-Nov-2024 | 🔗 | -1 | L40s | ✔ | 0.2604 | 0.4289 | 0.2713 | 0.2970 | 0.4184 | |
| 465 #14096 |
Stevens Inst. of Tech User #712 |
Retinanet (+25k Synth) | 13-Dec-2024 | 🔗 | -1 | L40s | 0.2458 | 0.4673 | 0.2416 | 0.2726 | 0.3753 | ||
| 466 #11492 |
User #299 |
yolo | 10-Jul-2023 | 30 | RTX3080Ti | 0.2434 | 0.5217 | 0.2040 | 0.2358 | 0.3215 | |||
| 467 #11510 |
User #299 |
yolo | 19-Jul-2023 | 30 | RTX3080Ti | 0.2434 | 0.5217 | 0.2040 | 0.2358 | 0.3215 | |||
| 468 #11168 |
AAAA User #268 |
AAAA | 05-Jun-2023 | 1 | A100 | 0.2434 | 0.5217 | 0.2040 | 0.2358 | 0.3215 | |||
| 469 #10504 |
University Tuebingen User #120 |
F-RCNN ResNet18 Baseline | 09-Oct-2022 | 29 | GTX 1080 Ti | ✔ | 0.2434 | 0.5217 | 0.2040 | 0.2358 | 0.3215 | ||
| 470 #12504 |
sdf User #120 |
dsfgd | 20-Dec-2023 | 🔗 | 435 | sdf | 0.2434 | 0.5217 | 0.2040 | 0.2358 | 0.3215 | ||
| 471 #12027 |
Alibaba Cloud User #414 |
Vis | 24-Oct-2023 | 🔗 | 10 | Tesla V100 | 0.2434 | 0.5217 | 0.2040 | 0.2358 | 0.3215 | ||
| 472 #10849 |
Granular AI User #248 |
YOLOv7
MaCVi 23 |
24-Oct-2022 | 80 | RTX 3070 | 0.2379 | 0.4048 | 0.2395 | 0.1616 | 0.3009 | |||
| 473 #12678 |
1 User #444 |
yolov3 | 11-Jan-2024 | 🔗 | 1 | 1 | ✔ | 0.2161 | 0.5523 | 0.1318 | 0.2361 | 0.3506 | |
| 474 #13675 |
Francesco Londretti User #549 |
DETR_grad_clipping | 01-Nov-2024 | 🔗 | 0 | A40 | ✔ | 0.2131 | 0.5065 | 0.1499 | 0.2275 | 0.3637 | |
| 475 #14097 |
Stevens Inst. of Tech User #712 |
Retinanet (+50k Synth) | 13-Dec-2024 | 🔗 | -1 | L40s | 0.2125 | 0.4026 | 0.2054 | 0.2521 | 0.3508 | ||
| 476 #13870 |
Stevens Inst. of Tech User #653 |
Yolov11 (+25k synth) | 29-Nov-2024 | 🔗 | -1 | L40s | 0.2002 | 0.3179 | 0.2131 | 0.1618 | 0.2565 | ||
| 477 #13844 |
Stevens Inst. of Tech User #653 |
Yolov11 (+25k synth) | 26-Nov-2024 | 🔗 | -1 | L40s | ✔ | 0.1926 | 0.3057 | 0.2087 | 0.1618 | 0.2565 | |
| 478 #10774 |
Santa Clara University User #241 |
Object Detection
MaCVi 23 |
22-Oct-2022 | 3 | Nvidia Titan | 0.1917 | 0.3451 | 0.1870 | 0.1321 | 0.2423 | |||
| 479 #13671 |
Francesco Londretti User #549 |
DETR_Baseline | 31-Oct-2024 | 🔗 | 0 | A40 | ✔ | 0.1846 | 0.4654 | 0.1144 | 0.2095 | 0.3290 | |
| 480 #13845 |
Stevens Inst. of Tech User #653 |
Yolov11 (+50k synth) | 26-Nov-2024 | 🔗 | -1 | L40s | ✔ | 0.1839 | 0.2860 | 0.1940 | 0.1504 | 0.2496 | |
| 481 #14149 |
Stevens Inst. of Tech User #712 |
Faster R-CNN (pre-train) | 16-Dec-2024 | 🔗 | -1 | L40s | ✔ | 0.1801 | 0.3577 | 0.1595 | 0.0000 | 0.4244 | |
| 482 #14148 |
Stevens Inst. of Tech User #712 |
Faster R-CNN | 16-Dec-2024 | 🔗 | -1 | L40s | 0.1769 | 0.3581 | 0.1545 | 0.1396 | 0.4194 | ||
| 483 #14099 |
Stevens Inst. of Tech User #652 |
Retinanet (+90k Synth) | 13-Dec-2024 | 🔗 | -1 | L40s | 0.1767 | 0.3443 | 0.1676 | 0.2273 | 0.3335 | ||
| 484 #14046 |
Stevens Inst. of Tech User #653 |
RetinaNet (0% Synth) | 11-Dec-2024 | 🔗 | -1 | L40s | 0.1748 | 0.3675 | 0.1458 | 0.2129 | 0.2942 | ||
| 485 #14063 |
Stevens Inst. of Tech User #712 |
Retinanet (25% Synth) | 11-Dec-2024 | 🔗 | -1 | L40s | 0.1617 | 0.3325 | 0.1384 | 0.2071 | 0.2996 | ||
| 486 #10970 |
FEUP User #325 |
baseline-8e-focalloss | 26-Apr-2023 | 1 | 3080 Ti | 0.1593 | 0.3034 | 0.1500 | 0.1350 | 0.2212 | |||
| 487 #14437 |
sh User #525 |
fasterR30 | 18-Mar-2025 | 🔗 | 0 | 4090 | 0.1383 | 0.1842 | 0.1643 | 0.0820 | 0.1486 | ||
| 488 #13850 |
Stevens Inst. of Tech User #653 |
Yolov11 (+90k synth) | 27-Nov-2024 | 🔗 | -1 | L40s | ✔ | 0.1327 | 0.2254 | 0.1333 | 0.0929 | 0.2004 | |
| 489 #14095 |
Stevens Inst. of Tech User #712 |
Faster RCNN+90k Synth | 13-Dec-2024 | 🔗 | -1 | L40s | 0.1290 | 0.2400 | 0.1222 | 0.0391 | 0.4321 | ||
| 490 #10520 |
Granular AI User #235 |
YOLO
MaCVi 23 |
09-Oct-2022 | 10 | RTX 3090 | 0.1256 | 0.2753 | 0.0981 | 0.1764 | 0.3008 | |||
| 491 #14094 |
Stevens Inst. of Tech User #653 |
Faster RCNN+50k Synth | 13-Dec-2024 | 🔗 | -1 | L40s | 0.1254 | 0.2276 | 0.1221 | 0.0389 | 0.4225 | ||
| 492 #14064 |
Stevens Inst. of Tech User #712 |
Retinanet (50% Synth) | 11-Dec-2024 | 🔗 | -1 | L40s | 0.1248 | 0.2618 | 0.1069 | 0.1757 | 0.2721 | ||
| 493 #14093 |
Stevens Inst. of Tech User #653 |
Faster RCNN+25k Synth | 13-Dec-2024 | 🔗 | -1 | L40s | 0.1209 | 0.2304 | 0.1161 | 0.0372 | 0.4074 | ||
| 494 #14299 |
GJKJ User #761 |
Model1_sahi | 25-Dec-2024 | 🔗 | -1 | 3090 | 0.1035 | 0.1980 | 0.0946 | 0.0955 | 0.1331 | ||
| 495 #14070 |
Stevens Inst. of Tech User #653 |
Faster RCNN 0% Synth | 12-Dec-2024 | 🔗 | -1 | L40s | 0.1035 | 0.1867 | 0.1000 | 0.0012 | 0.4222 | ||
| 496 #14092 |
Stevens Inst. of Tech User #653 |
Faster RCNN 25% Synth | 13-Dec-2024 | 🔗 | -1 | L40s | 0.0993 | 0.1832 | 0.0973 | 0.0013 | 0.4224 | ||
| 497 #14071 |
Stevens Inst. of Tech User #652 |
Faster RCNN 50% Synth | 12-Dec-2024 | 🔗 | -1 | L40s | 0.0964 | 0.1751 | 0.0941 | 0.0011 | 0.3967 | ||
| 498 #10658 |
Santa Clara University User #241 |
Object Detection
MaCVi 23 |
15-Oct-2022 | 3 | Nvidia Titan | 0.0959 | 0.1729 | 0.0990 | 0.0922 | 0.1455 | |||
| 499 #10599 |
Santa Clara University User #241 |
Object Detection
MaCVi 23 |
13-Oct-2022 | 3 | Titan Xp | 0.0943 | 0.1718 | 0.0954 | 0.0870 | 0.1363 | |||
| 500 #14072 |
Stevens Inst. of Tech User #652 |
Faster RCNN 75% Synth | 12-Dec-2024 | 🔗 | -1 | L40s | 0.0853 | 0.1598 | 0.0818 | 0.0010 | 0.3672 | ||
| 501 #14047 |
Stevens Inst. of Tech User #652 |
Retinanet (75% Synth) | 11-Dec-2024 | 🔗 | -1 | L40s | 0.0832 | 0.1800 | 0.0683 | 0.1230 | 0.2297 | ||
| 502 #10526 |
KLE Tech Hubli User #230 |
Object Detection
MaCVi 23 |
10-Oct-2022 | 30 | Tesla P100 | 0.0529 | 0.1103 | 0.0442 | 0.0923 | 0.3642 | |||
| 503 #10883 |
User #235 |
Y7
MaCVi 23 |
25-Oct-2022 | 100 | RTX 3070 | 0.0449 | 0.1074 | 0.0291 | 0.0073 | 0.0884 | |||
| 504 #14147 |
Stevens Inst. of Tech User #712 |
Faster R-CNN (Blender) | 16-Dec-2024 | 🔗 | -1 | L40s | ✔ | 0.0280 | 0.0484 | 0.0298 | 0.0000 | 0.1699 | |
| 505 #14066 |
Stevens Inst. of Tech User #653 |
Retinanet (100% Synth) | 12-Dec-2024 | 🔗 | -1 | L40s | 0.0141 | 0.0447 | 0.0057 | 0.0304 | 0.1136 | ||
| 506 #14143 |
Stevens Inst. of Tech User #653 |
Yolov11 (Blender) | 16-Dec-2024 | 🔗 | -1 | L40s | 0.0130 | 0.0244 | 0.0118 | 0.0360 | 0.0438 | ||
| 507 #14065 |
Stevens Inst. of Tech User #653 |
Faster RCNN 0% Synth | 12-Dec-2024 | 🔗 | -1 | L40s | 0.0060 | 0.0131 | 0.0045 | 0.0012 | 0.0534 | ||
| 508 #13848 |
Stevens Inst. of Tech User #652 |
Yolov11 (100% synth) | 27-Nov-2024 | 🔗 | -1 | L40s | ✔ | 0.0034 | 0.0058 | 0.0038 | 0.0098 | 0.0488 | |
| 509 #13918 |
Stevens Inst. of Tech User #652 |
Yolov11x (100% synth) | 02-Dec-2024 | 🔗 | -1 | L40s | 0.0028 | 0.0063 | 0.0025 | 0.0086 | 0.0307 | ||
| 510 #14073 |
Stevens Inst. of Tech User #652 |
Faster RCNN 100% Synth | 12-Dec-2024 | 🔗 | -1 | L40s | 0.0007 | 0.0022 | 0.0003 | 0.0002 | 0.0344 | ||
| 511 #11511 |
User #299 |
yolo | 19-Jul-2023 | 30 | RTX3080Ti | 0.0001 | 0.0003 | 0.0001 | 0.0024 | 0.0080 | |||
| 512 #14139 |
Stevens Inst. of Tech User #652 |
Faster R-CNN | 16-Dec-2024 | 🔗 | -1 | L40s | 0.0001 | 0.0004 | 0.0000 | 0.0011 | 0.0018 | ||
| 513 #14394 |
ZJITC User #906 |
yoloruntest | 04-Mar-2025 | 🔗 | 1 | Tesla T4 | 0.0001 | 0.0001 | 0.0000 | 0.0014 | 0.0034 | ||
| 514 #12031 |
Alibaba Cloud User #414 |
Vis | 24-Oct-2023 | 🔗 | 10 | Tesla V100 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0001 | ||
| 515 #14140 |
Stevens Inst. of Tech User #652 |
Faster R-CNN (Blender) | 16-Dec-2024 | 🔗 | -1 | L40s | ✔ | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | |
| 516 #10761 |
Santa Clara University User #241 |
Object Detection
MaCVi 23 |
22-Oct-2022 | 3 | Nvidia Titan | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
