TASK |
DATASET |
MODEL |
METRIC NAME |
METRIC VALUE |
GLOBAL RANK |
REMOVE |
Object Detection
|
AI-TOD
|
DetectoRS (ResNet-50-FPN)
|
AP
|
14.8
|
# 2
|
|
Object Detection
|
AI-TOD
|
DetectoRS (ResNet-50-FPN)
|
AP50
|
32.8
|
# 3
|
|
Object Detection
|
AI-TOD
|
DetectoRS (ResNet-50-FPN)
|
AP75
|
11.4
|
# 2
|
|
Object Detection
|
AI-TOD
|
DetectoRS (ResNet-50-FPN)
|
APvt
|
0.0
|
# 3
|
|
Object Detection
|
AI-TOD
|
DetectoRS (ResNet-50-FPN)
|
APt
|
10.8
|
# 3
|
|
Object Detection
|
AI-TOD
|
DetectoRS (ResNet-50-FPN)
|
APs
|
28.3
|
# 2
|
|
Object Detection
|
AI-TOD
|
DetectoRS (ResNet-50-FPN)
|
APm
|
28.0
|
# 2
|
|
Object Detection
|
COCO test-dev
|
DetectoRS (ResNeXt-101-64x4d, multi-scale)
|
box mAP
|
55.7
|
# 44
|
|
Object Detection
|
COCO test-dev
|
DetectoRS (ResNeXt-101-64x4d, multi-scale)
|
AP50
|
74.2
|
# 9
|
|
Object Detection
|
COCO test-dev
|
DetectoRS (ResNeXt-101-64x4d, multi-scale)
|
AP75
|
61.1
|
# 11
|
|
Object Detection
|
COCO test-dev
|
DetectoRS (ResNeXt-101-64x4d, multi-scale)
|
APS
|
37.7
|
# 7
|
|
Object Detection
|
COCO test-dev
|
DetectoRS (ResNeXt-101-64x4d, multi-scale)
|
APM
|
58.4
|
# 11
|
|
Object Detection
|
COCO test-dev
|
DetectoRS (ResNeXt-101-64x4d, multi-scale)
|
APL
|
68.1
|
# 11
|
|
Object Detection
|
COCO test-dev
|
DetectoRS (ResNeXt-101-32x4d, multi-scale)
|
box mAP
|
54.7
|
# 49
|
|
Object Detection
|
COCO test-dev
|
DetectoRS (ResNeXt-101-32x4d, multi-scale)
|
AP50
|
73.5
|
# 12
|
|
Object Detection
|
COCO test-dev
|
DetectoRS (ResNeXt-101-32x4d, multi-scale)
|
AP75
|
60.1
|
# 15
|
|
Object Detection
|
COCO test-dev
|
DetectoRS (ResNeXt-101-32x4d, multi-scale)
|
APS
|
37.4
|
# 9
|
|
Object Detection
|
COCO test-dev
|
DetectoRS (ResNeXt-101-32x4d, multi-scale)
|
APM
|
57.3
|
# 13
|
|
Object Detection
|
COCO test-dev
|
DetectoRS (ResNeXt-101-32x4d, multi-scale)
|
APL
|
66.4
|
# 17
|
|
Object Detection
|
COCO test-dev
|
DetectoRS (ResNeXt-101-32x4d, single-scale)
|
box mAP
|
53.3
|
# 59
|
|
Object Detection
|
COCO test-dev
|
DetectoRS (ResNeXt-101-32x4d, single-scale)
|
AP50
|
71.6
|
# 23
|
|
Object Detection
|
COCO test-dev
|
DetectoRS (ResNeXt-101-32x4d, single-scale)
|
AP75
|
58.5
|
# 22
|
|
Object Detection
|
COCO test-dev
|
DetectoRS (ResNeXt-101-32x4d, single-scale)
|
APS
|
33.9
|
# 25
|
|
Object Detection
|
COCO test-dev
|
DetectoRS (ResNeXt-101-32x4d, single-scale)
|
APM
|
56.5
|
# 16
|
|
Object Detection
|
COCO test-dev
|
DetectoRS (ResNeXt-101-32x4d, single-scale)
|
APL
|
66.9
|
# 13
|
|
Panoptic Segmentation
|
COCO test-dev
|
DetectoRS (ResNeXt-101-64x4d, multi-scale)
|
PQ
|
50
|
# 15
|
|
Panoptic Segmentation
|
COCO test-dev
|
DetectoRS (ResNeXt-101-64x4d, multi-scale)
|
PQst
|
37.2
|
# 19
|
|
Panoptic Segmentation
|
COCO test-dev
|
DetectoRS (ResNeXt-101-64x4d, multi-scale)
|
PQth
|
58.5
|
# 10
|
|
Instance Segmentation
|
COCO test-dev
|
DetectoRS (ResNeXt-101-64x4d, multi-scale)
|
mask AP
|
48.5
|
# 26
|
|
Instance Segmentation
|
COCO test-dev
|
DetectoRS (ResNeXt-101-64x4d, multi-scale)
|
AP50
|
72.0
|
# 8
|
|
Instance Segmentation
|
COCO test-dev
|
DetectoRS (ResNeXt-101-64x4d, multi-scale)
|
AP75
|
53.3
|
# 7
|
|
Instance Segmentation
|
COCO test-dev
|
DetectoRS (ResNeXt-101-64x4d, multi-scale)
|
APS
|
31.6
|
# 6
|
|
Instance Segmentation
|
COCO test-dev
|
DetectoRS (ResNeXt-101-64x4d, multi-scale)
|
APM
|
50.9
|
# 7
|
|
Instance Segmentation
|
COCO test-dev
|
DetectoRS (ResNeXt-101-64x4d, multi-scale)
|
APL
|
61.5
|
# 9
|
|
Instance Segmentation
|
COCO test-dev
|
DetectoRS (ResNeXt-101-32x4d, multi-scale)
|
mask AP
|
47.1
|
# 31
|
|
Instance Segmentation
|
COCO test-dev
|
DetectoRS (ResNeXt-101-32x4d, multi-scale)
|
AP50
|
71.1
|
# 9
|
|
Instance Segmentation
|
COCO test-dev
|
DetectoRS (ResNeXt-101-32x4d, multi-scale)
|
AP75
|
51.6
|
# 8
|
|
Instance Segmentation
|
COCO test-dev
|
DetectoRS (ResNeXt-101-32x4d, multi-scale)
|
APS
|
30.3
|
# 8
|
|
Instance Segmentation
|
COCO test-dev
|
DetectoRS (ResNeXt-101-32x4d, multi-scale)
|
APM
|
49.5
|
# 9
|
|
Instance Segmentation
|
COCO test-dev
|
DetectoRS (ResNeXt-101-32x4d, multi-scale)
|
APL
|
59.6
|
# 11
|
|