TASK |
DATASET |
MODEL |
METRIC NAME |
METRIC VALUE |
GLOBAL RANK |
REMOVE |
Object Detection
|
AI-TOD
|
Cascade R-CNN (ResNet-50-FPN)
|
AP
|
13.8
|
# 4
|
|
Object Detection
|
AI-TOD
|
Cascade R-CNN (ResNet-50-FPN)
|
AP50
|
30.8
|
# 4
|
|
Object Detection
|
AI-TOD
|
Cascade R-CNN (ResNet-50-FPN)
|
AP75
|
10.5
|
# 3
|
|
Object Detection
|
AI-TOD
|
Cascade R-CNN (ResNet-50-FPN)
|
APvt
|
0.0
|
# 3
|
|
Object Detection
|
AI-TOD
|
Cascade R-CNN (ResNet-50-FPN)
|
APt
|
10.6
|
# 4
|
|
Object Detection
|
AI-TOD
|
Cascade R-CNN (ResNet-50-FPN)
|
APs
|
25.5
|
# 3
|
|
Object Detection
|
AI-TOD
|
Cascade R-CNN (ResNet-50-FPN)
|
APm
|
26.6
|
# 3
|
|
Object Detection
|
COCO minival
|
Cascade R-CNN (ResNet-50-FPN+)
|
box AP
|
40.3
|
# 164
|
|
Object Detection
|
COCO minival
|
Cascade R-CNN (ResNet-50-FPN+)
|
AP50
|
59.4
|
# 82
|
|
Object Detection
|
COCO minival
|
Cascade R-CNN (ResNet-50-FPN+)
|
AP75
|
43.7
|
# 73
|
|
Object Detection
|
COCO minival
|
Cascade R-CNN (ResNet-50-FPN+)
|
APS
|
22.9
|
# 63
|
|
Object Detection
|
COCO minival
|
Cascade R-CNN (ResNet-50-FPN+)
|
APM
|
43.7
|
# 61
|
|
Object Detection
|
COCO minival
|
Cascade R-CNN (ResNet-50-FPN+)
|
APL
|
54.1
|
# 60
|
|
Object Detection
|
COCO minival
|
Cascade R-CNN (ResNet-101-FPN+, cascade)
|
box AP
|
42.7
|
# 136
|
|
Object Detection
|
COCO minival
|
Cascade R-CNN (ResNet-101-FPN+, cascade)
|
AP50
|
61.6
|
# 65
|
|
Object Detection
|
COCO minival
|
Cascade R-CNN (ResNet-101-FPN+, cascade)
|
AP75
|
46.6
|
# 50
|
|
Object Detection
|
COCO minival
|
Cascade R-CNN (ResNet-101-FPN+, cascade)
|
APS
|
23.8
|
# 57
|
|
Object Detection
|
COCO minival
|
Cascade R-CNN (ResNet-101-FPN+, cascade)
|
APM
|
46.2
|
# 42
|
|
Object Detection
|
COCO minival
|
Cascade R-CNN (ResNet-101-FPN+, cascade)
|
APL
|
57.4
|
# 47
|
|
Object Detection
|
COCO test-dev
|
Cascade R-CNN (ResNet-101-FPN+, cascade)
|
box mAP
|
42.8
|
# 162
|
|
Object Detection
|
COCO test-dev
|
Cascade R-CNN (ResNet-101-FPN+, cascade)
|
AP50
|
62.1
|
# 114
|
|
Object Detection
|
COCO test-dev
|
Cascade R-CNN (ResNet-101-FPN+, cascade)
|
AP75
|
46.3
|
# 112
|
|
Object Detection
|
COCO test-dev
|
Cascade R-CNN (ResNet-101-FPN+, cascade)
|
APS
|
23.7
|
# 107
|
|
Object Detection
|
COCO test-dev
|
Cascade R-CNN (ResNet-101-FPN+, cascade)
|
APM
|
45.5
|
# 105
|
|
Object Detection
|
COCO test-dev
|
Cascade R-CNN (ResNet-101-FPN+, cascade)
|
APL
|
55.2
|
# 99
|
|
Object Detection
|
COCO test-dev
|
Cascade R-CNN (ResNet-101-FPN+, cascade)
|
Hardware Burden
|
None
|
# 1
|
|
Object Detection
|
COCO test-dev
|
Cascade R-CNN (ResNet-101-FPN+, cascade)
|
Operations per network pass
|
None
|
# 1
|
|
Object Detection
|
COCO test-dev
|
Cascade R-CNN (ResNet-50-FPN+, cascade)
|
box mAP
|
40.6
|
# 183
|
|
Object Detection
|
COCO test-dev
|
Cascade R-CNN (ResNet-50-FPN+, cascade)
|
AP50
|
59.9
|
# 132
|
|
Object Detection
|
COCO test-dev
|
Cascade R-CNN (ResNet-50-FPN+, cascade)
|
AP75
|
44
|
# 132
|
|
Object Detection
|
COCO test-dev
|
Cascade R-CNN (ResNet-50-FPN+, cascade)
|
APS
|
22.6
|
# 118
|
|
Object Detection
|
COCO test-dev
|
Cascade R-CNN (ResNet-50-FPN+, cascade)
|
APM
|
42.7
|
# 126
|
|
Object Detection
|
COCO test-dev
|
Cascade R-CNN (ResNet-50-FPN+, cascade)
|
APL
|
52.1
|
# 123
|
|
Object Detection
|
COCO test-dev
|
Cascade R-CNN (ResNet-50-FPN+, cascade)
|
Hardware Burden
|
12G
|
# 1
|
|
Object Detection
|
COCO test-dev
|
Cascade R-CNN (ResNet-50-FPN+, cascade)
|
Operations per network pass
|
None
|
# 1
|
|
Object Detection
|
COCO test-dev
|
Cascade R-CNN (ResNet-50-FPN+)
|
box mAP
|
36.5
|
# 215
|
|
Object Detection
|
COCO test-dev
|
Cascade R-CNN (ResNet-50-FPN+)
|
AP50
|
59
|
# 141
|
|
Object Detection
|
COCO test-dev
|
Cascade R-CNN (ResNet-50-FPN+)
|
AP75
|
39.2
|
# 151
|
|
Object Detection
|
COCO test-dev
|
Cascade R-CNN (ResNet-50-FPN+)
|
APS
|
20.3
|
# 134
|
|
Object Detection
|
COCO test-dev
|
Cascade R-CNN (ResNet-50-FPN+)
|
APM
|
38.8
|
# 141
|
|
Object Detection
|
COCO test-dev
|
Cascade R-CNN (ResNet-50-FPN+)
|
APL
|
46.4
|
# 143
|
|
Object Detection
|
COCO test-dev
|
Cascade R-CNN (ResNet-50-FPN+)
|
Hardware Burden
|
3G
|
# 1
|
|
Object Detection
|
COCO test-dev
|
Cascade R-CNN (ResNet-50-FPN+)
|
Operations per network pass
|
None
|
# 1
|
|
Object Detection
|
COCO test-dev
|
Cascade R-CNN (ResNet-101-FPN+)
|
box mAP
|
38.8
|
# 203
|
|
Object Detection
|
COCO test-dev
|
Cascade R-CNN (ResNet-101-FPN+)
|
AP50
|
61.1
|
# 121
|
|
Object Detection
|
COCO test-dev
|
Cascade R-CNN (ResNet-101-FPN+)
|
AP75
|
41.9
|
# 142
|
|
Object Detection
|
COCO test-dev
|
Cascade R-CNN (ResNet-101-FPN+)
|
APS
|
21.3
|
# 130
|
|
Object Detection
|
COCO test-dev
|
Cascade R-CNN (ResNet-101-FPN+)
|
APM
|
41.8
|
# 133
|
|
Object Detection
|
COCO test-dev
|
Cascade R-CNN (ResNet-101-FPN+)
|
APL
|
49.8
|
# 140
|
|
Object Detection
|
COCO test-dev
|
Cascade R-CNN (ResNet-101-FPN+)
|
Hardware Burden
|
3G
|
# 1
|
|
Object Detection
|
COCO test-dev
|
Cascade R-CNN (ResNet-101-FPN+)
|
Operations per network pass
|
None
|
# 1
|
|
2D Object Detection
|
SARDet-100K
|
Cascade R-CNN
|
box mAP
|
51.1
|
# 4
|
|