task_path
stringlengths
3
199
dataset
stringlengths
1
128
model_name
stringlengths
1
223
paper_url
stringlengths
21
601
metric_name
stringlengths
1
50
metric_value
stringlengths
1
9.22k
16k > Object Detection
COCO 2017 val
MogaNet-XT (RetinaNet 1x)
https://arxiv.org/abs/2211.03295v3
AP
39.7
16k > Object Detection
COCO 2017 val
DyHead (Swin-T, multi scale)
https://arxiv.org/abs/2106.08322v1
AP50
68
16k > Object Detection
COCO 2017 val
DyHead (Swin-T, multi scale)
https://arxiv.org/abs/2106.08322v1
AP75
54.3
16k > Object Detection
COCO 2017 val
DyHead (Swin-T, multi scale)
https://arxiv.org/abs/2106.08322v1
APL
64.2
16k > Object Detection
PASCAL VOC 2007 (15+5)
Faster R-CNN
http://arxiv.org/abs/1506.01497v3
MAP
73.2%
16k > Object Detection
Comic2k
CDDMSL
https://arxiv.org/abs/2309.13525v1
mAP
45.9
16k > Object Detection
PKU-DDD17-Car
CAFR
https://arxiv.org/abs/2407.12582v2
mAP50
86.7
16k > Object Detection
PKU-DDD17-Car
SPNet
https://arxiv.org/abs/2108.08162v2
mAP50
84.7
16k > Object Detection
PKU-DDD17-Car
DCF
http://openaccess.thecvf.com//content/CVPR2021/html/Ji_Calibrated_RGB-D_Salient_Object_Detection_CVPR_2021_paper.html
mAP50
83.4
16k > Object Detection
PKU-DDD17-Car
EFNet
https://arxiv.org/abs/2112.00167v3
mAP50
83.0
16k > Object Detection
PKU-DDD17-Car
ECANet
https://arxiv.org/abs/1910.03151v4
mAP50
82.2
16k > Object Detection
PKU-DDD17-Car
SAGate
https://arxiv.org/abs/2007.09183v1
mAP50
82.0
16k > Object Detection
PKU-DDD17-Car
FPN-Fusion
https://hal.archives-ouvertes.fr/hal-03591717/
mAP50
81.9
16k > Object Detection
PKU-DDD17-Car
CBAM
http://arxiv.org/abs/1807.06521v2
mAP50
81.9
16k > Object Detection
PKU-DDD17-Car
SENet
https://arxiv.org/abs/1709.01507v4
mAP50
81.6
16k > Object Detection
PKU-DDD17-Car
RENet
https://arxiv.org/abs/2209.08323v2
mAP50
81.4
16k > Object Detection
PKU-DDD17-Car
YOLOv4
https://arxiv.org/abs/2004.10934v1
mAP50
81.3
16k > Object Detection
PKU-DDD17-Car
CMX
https://arxiv.org/abs/2203.04838v5
mAP50
80.4
16k > Object Detection
PKU-DDD17-Car
RAMNet
https://arxiv.org/abs/2102.09320v1
mAP50
79.6
16k > Object Detection
PKU-DDD17-Car
SSD
http://arxiv.org/abs/1512.02325v5
mAP50
73.1
16k > Object Detection
WiderPerson
IterDet (Faster RCNN, ResNet50, 2 iterations)
https://arxiv.org/abs/2005.05708v2
AP
91.95
16k > Object Detection
WiderPerson
IterDet (Faster RCNN, ResNet50, 2 iterations)
https://arxiv.org/abs/2005.05708v2
mMR
40.78
16k > Object Detection
WiderPerson
PS-RCNN (Faster RCNN, ResNet50)
https://arxiv.org/abs/2003.07080v1
AP
89.96
16k > Object Detection
WiderPerson
IterDet (Faster RCNN, ResNet50, 1 iteration)
https://arxiv.org/abs/2005.05708v2
AP
89.49
16k > Object Detection
WiderPerson
IterDet (Faster RCNN, ResNet50, 1 iteration)
https://arxiv.org/abs/2005.05708v2
mMR
40.35
16k > Object Detection
WiderPerson
Faster RCNN (ResNet50)
https://arxiv.org/abs/1909.12118v1
mMR
46.06
16k > Object Detection
UA-DETRAC
VSTAM
https://ieeexplore.ieee.org/document/9798833
mAP
90.39
16k > Object Detection
UA-DETRAC
FFAVOD-SpotNet with U-Net
https://arxiv.org/abs/2109.07298v1
mAP
88.10
16k > Object Detection
UA-DETRAC
SpotNet
https://arxiv.org/abs/2002.05540v2
mAP
86.8
16k > Object Detection
UA-DETRAC
CenterNet
http://arxiv.org/abs/1904.07850v2
mAP
83.48
16k > Object Detection
UA-DETRAC
RN-VID
https://arxiv.org/abs/2003.10898v2
mAP
70.57
16k > Object Detection
UA-DETRAC
R-FCN
http://arxiv.org/abs/1605.06409v2
mAP
69.87
16k > Object Detection
UA-DETRAC
Faster R-CNN
http://arxiv.org/abs/1506.01497v3
mAP
58.45
16k > Object Detection
UA-DETRAC
YOLOv2
http://arxiv.org/abs/1612.08242v1
mAP
57.72
16k > Object Detection
UA-DETRAC
3D-DETNet
http://arxiv.org/abs/1801.01769v2
mAP
53.30
16k > Object Detection
GQA
KnowZRel
https://ieeexplore.ieee.org/document/10897903
mAP
39
16k > Object Detection
PASCAL VOC 2012
InternImage-H
https://arxiv.org/abs/2211.05778v4
MAP
97.2
16k > Object Detection
PASCAL VOC 2012
YOLO-Former
https://arxiv.org/abs/2401.06244v1
MAP
86.01
16k > Object Detection
PASCAL VOC 2012
SSD512 (07+12+COCO)
http://arxiv.org/abs/1512.02325v5
MAP
80
16k > Object Detection
PASCAL VOC 2012
YOLO
http://arxiv.org/abs/1506.02640v5
MAP
57.9
16k > Object Detection
PASCAL VOC 2012
SDS
http://arxiv.org/abs/1407.1808v1
MAP
50.7
16k > Object Detection
PASCAL VOC 2012
LRPCMP:a2+
https://arxiv.org/abs/1910.09840v3
MAP
42.1
16k > Object Detection
PASCAL VOC 2012
LRPCMP:a1+
https://arxiv.org/abs/1910.09840v3
MAP
34.66
16k > Object Detection
NII-CU MAPD
YOLOv3
https://onlinelibrary.wiley.com/doi/full/10.1002/rob.22082
mAP@0.5:0.95
48.3
16k > Object Detection
NII-CU MAPD
YOLOv3
https://onlinelibrary.wiley.com/doi/full/10.1002/rob.22082
AP@0.5
92.4
16k > Object Detection
NII-CU MAPD
YOLOv3
https://onlinelibrary.wiley.com/doi/full/10.1002/rob.22082
AP@0.75
44.5
16k > Object Detection
AI-TOD
DNTR
https://arxiv.org/abs/2406.05755v4
AP
26.2
16k > Object Detection
AI-TOD
DNTR
https://arxiv.org/abs/2406.05755v4
AP50
56.7
16k > Object Detection
AI-TOD
DNTR
https://arxiv.org/abs/2406.05755v4
AP75
20.2
16k > Object Detection
AI-TOD
DNTR
https://arxiv.org/abs/2406.05755v4
APvt
12.8
16k > Object Detection
AI-TOD
DNTR
https://arxiv.org/abs/2406.05755v4
APt
26.4
16k > Object Detection
AI-TOD
DNTR
https://arxiv.org/abs/2406.05755v4
APs
31.0
16k > Object Detection
AI-TOD
DNTR
https://arxiv.org/abs/2406.05755v4
APm
37.0
16k > Object Detection
AI-TOD
DetectoRS w/ RFLA
https://arxiv.org/abs/2208.08738v2
AP
24.8
16k > Object Detection
AI-TOD
DetectoRS w/ RFLA
https://arxiv.org/abs/2208.08738v2
AP50
55.2
16k > Object Detection
AI-TOD
DetectoRS w/ RFLA
https://arxiv.org/abs/2208.08738v2
AP75
18.5
16k > Object Detection
AI-TOD
DetectoRS w/ RFLA
https://arxiv.org/abs/2208.08738v2
APvt
9.3
16k > Object Detection
AI-TOD
DetectoRS w/ RFLA
https://arxiv.org/abs/2208.08738v2
APt
24.8
16k > Object Detection
AI-TOD
DetectoRS w/ RFLA
https://arxiv.org/abs/2208.08738v2
APs
30.3
16k > Object Detection
AI-TOD
DetectoRS w/ RFLA
https://arxiv.org/abs/2208.08738v2
APm
38.2
16k > Object Detection
AI-TOD
DetectoRS + NWD (ResNet-50-FPN)
https://arxiv.org/abs/2110.13389v2
AP
20.8
16k > Object Detection
AI-TOD
DetectoRS + NWD (ResNet-50-FPN)
https://arxiv.org/abs/2110.13389v2
AP50
49.3
16k > Object Detection
AI-TOD
DetectoRS + NWD (ResNet-50-FPN)
https://arxiv.org/abs/2110.13389v2
AP75
14.3
16k > Object Detection
AI-TOD
DetectoRS + NWD (ResNet-50-FPN)
https://arxiv.org/abs/2110.13389v2
APvt
6.4
16k > Object Detection
AI-TOD
DetectoRS + NWD (ResNet-50-FPN)
https://arxiv.org/abs/2110.13389v2
APt
19.7
16k > Object Detection
AI-TOD
DetectoRS + NWD (ResNet-50-FPN)
https://arxiv.org/abs/2110.13389v2
APs
29.6
16k > Object Detection
AI-TOD
DetectoRS + NWD (ResNet-50-FPN)
https://arxiv.org/abs/2110.13389v2
APm
38.3
16k > Object Detection
AI-TOD
DetectoRS (ResNet-50-FPN)
https://arxiv.org/abs/2006.02334v2
AP
14.8
16k > Object Detection
AI-TOD
DetectoRS (ResNet-50-FPN)
https://arxiv.org/abs/2006.02334v2
AP50
32.8
16k > Object Detection
AI-TOD
DetectoRS (ResNet-50-FPN)
https://arxiv.org/abs/2006.02334v2
AP75
11.4
16k > Object Detection
AI-TOD
DetectoRS (ResNet-50-FPN)
https://arxiv.org/abs/2006.02334v2
APvt
0.0
16k > Object Detection
AI-TOD
DetectoRS (ResNet-50-FPN)
https://arxiv.org/abs/2006.02334v2
APt
10.8
16k > Object Detection
AI-TOD
DetectoRS (ResNet-50-FPN)
https://arxiv.org/abs/2006.02334v2
APs
28.3
16k > Object Detection
AI-TOD
DetectoRS (ResNet-50-FPN)
https://arxiv.org/abs/2006.02334v2
APm
28.0
16k > Object Detection
AI-TOD
M-CenterNet (DLA-34)
https://github.com/jwwangchn/AI-TOD
AP
14.5
16k > Object Detection
AI-TOD
M-CenterNet (DLA-34)
https://github.com/jwwangchn/AI-TOD
AP50
40.7
16k > Object Detection
AI-TOD
M-CenterNet (DLA-34)
https://github.com/jwwangchn/AI-TOD
AP75
6.4
16k > Object Detection
AI-TOD
M-CenterNet (DLA-34)
https://github.com/jwwangchn/AI-TOD
APvt
6.1
16k > Object Detection
AI-TOD
M-CenterNet (DLA-34)
https://github.com/jwwangchn/AI-TOD
APt
15.0
16k > Object Detection
AI-TOD
M-CenterNet (DLA-34)
https://github.com/jwwangchn/AI-TOD
APs
19.4
16k > Object Detection
AI-TOD
M-CenterNet (DLA-34)
https://github.com/jwwangchn/AI-TOD
APm
20.4
16k > Object Detection
AI-TOD
Cascade R-CNN (ResNet-50-FPN)
http://arxiv.org/abs/1712.00726v1
AP
13.8
16k > Object Detection
AI-TOD
Cascade R-CNN (ResNet-50-FPN)
http://arxiv.org/abs/1712.00726v1
AP50
30.8
16k > Object Detection
AI-TOD
Cascade R-CNN (ResNet-50-FPN)
http://arxiv.org/abs/1712.00726v1
AP75
10.5
16k > Object Detection
AI-TOD
Cascade R-CNN (ResNet-50-FPN)
http://arxiv.org/abs/1712.00726v1
APvt
0.0
16k > Object Detection
AI-TOD
Cascade R-CNN (ResNet-50-FPN)
http://arxiv.org/abs/1712.00726v1
APt
10.6
16k > Object Detection
AI-TOD
Cascade R-CNN (ResNet-50-FPN)
http://arxiv.org/abs/1712.00726v1
APs
25.5
16k > Object Detection
AI-TOD
Cascade R-CNN (ResNet-50-FPN)
http://arxiv.org/abs/1712.00726v1
APm
26.6
16k > Object Detection
AI-TOD
YOLOv5+Inner-IoU
https://arxiv.org/abs/2311.02877v4
mAP50
43.77
16k > Object Detection
AI-TOD
YOLOv5+Inner-IoU
https://arxiv.org/abs/2311.02877v4
mAP@50-95
18.23
16k > Object Detection
GEN1 Detection
ERGO-12
https://arxiv.org/abs/2304.13455v4
mAP
50.4
16k > Object Detection
GEN1 Detection
ERGO-12
https://arxiv.org/abs/2304.13455v4
Params
59.6
16k > Object Detection
GEN1 Detection
GET-T
https://arxiv.org/abs/2310.02642v1
mAP
47.9
16k > Object Detection
GEN1 Detection
GET-T
https://arxiv.org/abs/2310.02642v1
Params
21.9
16k > Object Detection
GEN1 Detection
S5-ViT-B
https://arxiv.org/abs/2402.15584v3
mAP
47.4
16k > Object Detection
GEN1 Detection
S5-ViT-B
https://arxiv.org/abs/2402.15584v3
Params
18.2
16k > Object Detection
GEN1 Detection
RVT-B
https://arxiv.org/abs/2212.05598v3
mAP
47.2
16k > Object Detection
GEN1 Detection
RVT-B
https://arxiv.org/abs/2212.05598v3
Params
18.5
16k > Object Detection
GEN1 Detection
HMNet-L3
https://arxiv.org/abs/2305.17852v1
mAP
47.1
16k > Object Detection
GEN1 Detection
HMNet-L3
https://arxiv.org/abs/2305.17852v1
Params
-