TASK |
DATASET |
MODEL |
METRIC NAME |
METRIC VALUE |
GLOBAL RANK |
REMOVE |
Object Detection
|
COCO minival
|
Faster R-CNN+aLRP Loss (ResNet-50, 500 scale)
|
box AP
|
40.7
|
# 162
|
|
Object Detection
|
COCO minival
|
Faster R-CNN+aLRP Loss (ResNet-50, 500 scale)
|
AP50
|
60.7
|
# 74
|
|
Object Detection
|
COCO minival
|
Faster R-CNN+aLRP Loss (ResNet-50, 500 scale)
|
AP75
|
43.3
|
# 75
|
|
Object Detection
|
COCO minival
|
FoveaBox+aLRP Loss (ResNet-50, 500 scale)
|
box AP
|
39.7
|
# 172
|
|
Object Detection
|
COCO minival
|
FoveaBox+aLRP Loss (ResNet-50, 500 scale)
|
AP50
|
58.8
|
# 90
|
|
Object Detection
|
COCO minival
|
FoveaBox+aLRP Loss (ResNet-50, 500 scale)
|
AP75
|
41.5
|
# 82
|
|
Object Detection
|
COCO minival
|
RetinaNet+aLRP Loss (ResNet-50, 500 scale)
|
box AP
|
40.2
|
# 169
|
|
Object Detection
|
COCO minival
|
RetinaNet+aLRP Loss (ResNet-50, 500 scale)
|
AP50
|
60.3
|
# 75
|
|
Object Detection
|
COCO minival
|
RetinaNet+aLRP Loss (ResNet-50, 500 scale)
|
AP75
|
42.3
|
# 78
|
|
Object Detection
|
COCO test-dev
|
aLRP Loss (ResNext-101, DCN, 500 scale)
|
box mAP
|
44.6
|
# 139
|
|
Object Detection
|
COCO test-dev
|
aLRP Loss (ResNext-101, DCN, 500 scale)
|
AP50
|
65.0
|
# 77
|
|
Object Detection
|
COCO test-dev
|
aLRP Loss (ResNext-101, DCN, 500 scale)
|
AP75
|
47.5
|
# 97
|
|
Object Detection
|
COCO test-dev
|
aLRP Loss (ResNext-101, DCN, 500 scale)
|
APS
|
24.6
|
# 99
|
|
Object Detection
|
COCO test-dev
|
aLRP Loss (ResNext-101, DCN, 500 scale)
|
APM
|
48.1
|
# 75
|
|
Object Detection
|
COCO test-dev
|
aLRP Loss (ResNext-101, DCN, 500 scale)
|
APL
|
58.3
|
# 66
|
|
Object Detection
|
COCO test-dev
|
aLRP Loss (ResNext-101, DCN, 500 scale)
|
Hardware Burden
|
None
|
# 1
|
|
Object Detection
|
COCO test-dev
|
aLRP Loss (ResNext-101, DCN, 500 scale)
|
Operations per network pass
|
None
|
# 1
|
|
Object Detection
|
COCO test-dev
|
aLRP Loss (ResNext-101-64x4d, DCN, multiscale test)
|
box mAP
|
50.2
|
# 86
|
|
Object Detection
|
COCO test-dev
|
aLRP Loss (ResNext-101-64x4d, DCN, multiscale test)
|
AP50
|
70.3
|
# 32
|
|
Object Detection
|
COCO test-dev
|
aLRP Loss (ResNext-101-64x4d, DCN, multiscale test)
|
AP75
|
53.9
|
# 45
|
|
Object Detection
|
COCO test-dev
|
aLRP Loss (ResNext-101-64x4d, DCN, multiscale test)
|
APS
|
32.0
|
# 35
|
|
Object Detection
|
COCO test-dev
|
aLRP Loss (ResNext-101-64x4d, DCN, multiscale test)
|
APM
|
53.1
|
# 36
|
|
Object Detection
|
COCO test-dev
|
aLRP Loss (ResNext-101-64x4d, DCN, multiscale test)
|
APL
|
63.0
|
# 36
|
|
Object Detection
|
COCO test-dev
|
aLRP Loss (ResNext-101-64x4d, DCN, multiscale test)
|
Hardware Burden
|
None
|
# 1
|
|
Object Detection
|
COCO test-dev
|
aLRP Loss (ResNext-101-64x4d, DCN, multiscale test)
|
Operations per network pass
|
None
|
# 1
|
|
Object Detection
|
COCO test-dev
|
aLRP Loss (ResNext-101-64x4d, single scale)
|
box mAP
|
47.8
|
# 108
|
|
Object Detection
|
COCO test-dev
|
aLRP Loss (ResNext-101-64x4d, single scale)
|
AP50
|
68.4
|
# 49
|
|
Object Detection
|
COCO test-dev
|
aLRP Loss (ResNext-101-64x4d, single scale)
|
AP75
|
51.1
|
# 65
|
|
Object Detection
|
COCO test-dev
|
aLRP Loss (ResNext-101-64x4d, single scale)
|
APS
|
30.2
|
# 48
|
|
Object Detection
|
COCO test-dev
|
aLRP Loss (ResNext-101-64x4d, single scale)
|
APM
|
50.8
|
# 53
|
|
Object Detection
|
COCO test-dev
|
aLRP Loss (ResNext-101-64x4d, single scale)
|
APL
|
59.1
|
# 63
|
|
Object Detection
|
COCO test-dev
|
aLRP Loss (ResNext-101-64x4d, single scale)
|
Hardware Burden
|
None
|
# 1
|
|
Object Detection
|
COCO test-dev
|
aLRP Loss (ResNext-101-64x4d, single scale)
|
Operations per network pass
|
None
|
# 1
|
|
Object Detection
|
COCO test-dev
|
aLRP Loss (ResNext-101-64x4d, DCN, single scale)
|
box mAP
|
48.9
|
# 96
|
|
Object Detection
|
COCO test-dev
|
aLRP Loss (ResNext-101-64x4d, DCN, single scale)
|
AP50
|
69.3
|
# 43
|
|
Object Detection
|
COCO test-dev
|
aLRP Loss (ResNext-101-64x4d, DCN, single scale)
|
AP75
|
52.5
|
# 56
|
|
Object Detection
|
COCO test-dev
|
aLRP Loss (ResNext-101-64x4d, DCN, single scale)
|
APS
|
30.8
|
# 45
|
|
Object Detection
|
COCO test-dev
|
aLRP Loss (ResNext-101-64x4d, DCN, single scale)
|
APM
|
51.5
|
# 51
|
|
Object Detection
|
COCO test-dev
|
aLRP Loss (ResNext-101-64x4d, DCN, single scale)
|
APL
|
62.1
|
# 40
|
|
Object Detection
|
COCO test-dev
|
aLRP Loss (ResNext-101-64x4d, DCN, single scale)
|
Hardware Burden
|
None
|
# 1
|
|
Object Detection
|
COCO test-dev
|
aLRP Loss (ResNext-101-64x4d, DCN, single scale)
|
Operations per network pass
|
None
|
# 1
|
|