TASK |
DATASET |
MODEL |
METRIC NAME |
METRIC VALUE |
GLOBAL RANK |
REMOVE |
Semantic Segmentation
|
CamVid
|
HRNetV2 (HRNetV2-W48)
|
Mean IoU
|
78.47%
|
# 2
|
|
Semantic Segmentation
|
Cityscapes val
|
HRNetV2 (HRNetV2-W48)
|
mIoU
|
81.1%
|
# 3
|
|
Semantic Segmentation
|
Cityscapes val
|
HRNetV2 (HRNetV2-W40)
|
mIoU
|
80.2%
|
# 8
|
|
Object Detection
|
COCO minival
|
Cascade R-CNN (HRNetV2p-W48)
|
box AP
|
44.6
|
# 26
|
|
Object Detection
|
COCO minival
|
Cascade R-CNN (HRNetV2p-W48)
|
AP50
|
62.7
|
# 22
|
|
Object Detection
|
COCO minival
|
Cascade R-CNN (HRNetV2p-W48)
|
AP75
|
48.7
|
# 16
|
|
Object Detection
|
COCO minival
|
Cascade R-CNN (HRNetV2p-W48)
|
APS
|
26.3
|
# 17
|
|
Object Detection
|
COCO minival
|
Cascade R-CNN (HRNetV2p-W48)
|
APM
|
48.1
|
# 12
|
|
Object Detection
|
COCO minival
|
Cascade R-CNN (HRNetV2p-W48)
|
APL
|
58.5
|
# 15
|
|
Object Detection
|
COCO minival
|
Faster R-CNN (HRNetV2p-W32)
|
box AP
|
40.9
|
# 46
|
|
Object Detection
|
COCO minival
|
Faster R-CNN (HRNetV2p-W32)
|
AP50
|
61.8
|
# 26
|
|
Object Detection
|
COCO minival
|
Faster R-CNN (HRNetV2p-W32)
|
AP75
|
44.8
|
# 31
|
|
Object Detection
|
COCO minival
|
Faster R-CNN (HRNetV2p-W32)
|
APS
|
24.4
|
# 26
|
|
Object Detection
|
COCO minival
|
Faster R-CNN (HRNetV2p-W32)
|
APM
|
43.7
|
# 31
|
|
Object Detection
|
COCO minival
|
Faster R-CNN (HRNetV2p-W32)
|
APL
|
53.3
|
# 29
|
|
Object Detection
|
COCO minival
|
Faster R-CNN (HRNetV2p-W18)
|
box AP
|
38.0
|
# 65
|
|
Object Detection
|
COCO minival
|
Faster R-CNN (HRNetV2p-W18)
|
AP50
|
58.9
|
# 41
|
|
Object Detection
|
COCO minival
|
Faster R-CNN (HRNetV2p-W18)
|
AP75
|
41.5
|
# 45
|
|
Object Detection
|
COCO minival
|
Faster R-CNN (HRNetV2p-W18)
|
APS
|
22.6
|
# 33
|
|
Object Detection
|
COCO minival
|
Faster R-CNN (HRNetV2p-W18)
|
APM
|
40.8
|
# 40
|
|
Object Detection
|
COCO minival
|
Faster R-CNN (HRNetV2p-W18)
|
APL
|
49.6
|
# 42
|
|
Object Detection
|
COCO minival
|
HTC (HRNetV2p-W48)
|
box AP
|
47.0
|
# 15
|
|
Object Detection
|
COCO minival
|
HTC (HRNetV2p-W48)
|
APS
|
28.8
|
# 6
|
|
Object Detection
|
COCO minival
|
HTC (HRNetV2p-W48)
|
APM
|
50.3
|
# 6
|
|
Object Detection
|
COCO minival
|
HTC (HRNetV2p-W48)
|
APL
|
62.2
|
# 6
|
|
Object Detection
|
COCO minival
|
Mask R-CNN (HRNetV2p-W48, cascade)
|
box AP
|
46.0
|
# 19
|
|
Object Detection
|
COCO minival
|
Mask R-CNN (HRNetV2p-W48, cascade)
|
APS
|
27.5
|
# 11
|
|
Object Detection
|
COCO minival
|
Mask R-CNN (HRNetV2p-W48, cascade)
|
APM
|
48.9
|
# 8
|
|
Object Detection
|
COCO minival
|
Mask R-CNN (HRNetV2p-W48, cascade)
|
APL
|
60.1
|
# 9
|
|
Object Detection
|
COCO minival
|
HTC (HRNetV2p-W32)
|
box AP
|
45.3
|
# 22
|
|
Object Detection
|
COCO minival
|
HTC (HRNetV2p-W32)
|
APS
|
27
|
# 13
|
|
Object Detection
|
COCO minival
|
HTC (HRNetV2p-W32)
|
APM
|
48.4
|
# 10
|
|
Object Detection
|
COCO minival
|
HTC (HRNetV2p-W32)
|
APL
|
59.5
|
# 11
|
|
Object Detection
|
COCO minival
|
Mask R-CNN (HRNetV2p-W32, cascade)
|
box AP
|
44.5
|
# 27
|
|
Object Detection
|
COCO minival
|
Mask R-CNN (HRNetV2p-W32, cascade)
|
APS
|
26.1
|
# 18
|
|
Object Detection
|
COCO minival
|
Mask R-CNN (HRNetV2p-W32, cascade)
|
APM
|
47.9
|
# 13
|
|
Object Detection
|
COCO minival
|
Mask R-CNN (HRNetV2p-W32, cascade)
|
APL
|
58.5
|
# 15
|
|
Object Detection
|
COCO minival
|
HTC (HRNetV2p-W18)
|
box AP
|
43.1
|
# 34
|
|
Object Detection
|
COCO minival
|
HTC (HRNetV2p-W18)
|
APS
|
26.6
|
# 16
|
|
Object Detection
|
COCO minival
|
HTC (HRNetV2p-W18)
|
APM
|
46
|
# 21
|
|
Object Detection
|
COCO minival
|
HTC (HRNetV2p-W18)
|
APL
|
56.9
|
# 21
|
|
Object Detection
|
COCO minival
|
Mask R-CNN (HRNetV2p-W32)
|
box AP
|
42.3
|
# 38
|
|
Object Detection
|
COCO minival
|
Mask R-CNN (HRNetV2p-W32)
|
APS
|
25.0
|
# 24
|
|
Object Detection
|
COCO minival
|
Mask R-CNN (HRNetV2p-W32)
|
APM
|
45.4
|
# 23
|
|
Object Detection
|
COCO minival
|
Mask R-CNN (HRNetV2p-W32)
|
APL
|
54.9
|
# 26
|
|
Instance Segmentation
|
COCO minival
|
HTC (HRNetV2p-W48)
|
mask AP
|
41.0
|
# 12
|
|
Object Detection
|
COCO minival
|
Mask R-CNN (HRNetV2p-W18)
|
box AP
|
39.2
|
# 58
|
|
Object Detection
|
COCO minival
|
Mask R-CNN (HRNetV2p-W18)
|
APS
|
23.7
|
# 29
|
|
Object Detection
|
COCO minival
|
Mask R-CNN (HRNetV2p-W18)
|
APM
|
41.7
|
# 37
|
|
Object Detection
|
COCO minival
|
Mask R-CNN (HRNetV2p-W18)
|
APL
|
51.0
|
# 38
|
|
Object Detection
|
COCO minival
|
Faster R-CNN (HRNetV2p-W48)
|
box AP
|
41.8
|
# 40
|
|
Object Detection
|
COCO minival
|
Faster R-CNN (HRNetV2p-W48)
|
AP50
|
62.8
|
# 21
|
|
Object Detection
|
COCO minival
|
Faster R-CNN (HRNetV2p-W48)
|
AP75
|
45.9
|
# 26
|
|
Object Detection
|
COCO minival
|
Faster R-CNN (HRNetV2p-W48)
|
APS
|
25.0
|
# 24
|
|
Object Detection
|
COCO minival
|
Faster R-CNN (HRNetV2p-W48)
|
APM
|
44.7
|
# 24
|
|
Object Detection
|
COCO minival
|
Faster R-CNN (HRNetV2p-W48)
|
APL
|
54.6
|
# 27
|
|
Object Detection
|
COCO minival
|
Cascade R-CNN (HRNetV2p-W18)
|
box AP
|
41.3
|
# 44
|
|
Object Detection
|
COCO minival
|
Cascade R-CNN (HRNetV2p-W18)
|
AP50
|
59.2
|
# 40
|
|
Object Detection
|
COCO minival
|
Cascade R-CNN (HRNetV2p-W18)
|
AP75
|
44.9
|
# 30
|
|
Object Detection
|
COCO minival
|
Cascade R-CNN (HRNetV2p-W18)
|
APS
|
23.7
|
# 29
|
|
Object Detection
|
COCO minival
|
Cascade R-CNN (HRNetV2p-W18)
|
APM
|
44.2
|
# 28
|
|
Object Detection
|
COCO minival
|
Cascade R-CNN (HRNetV2p-W18)
|
APL
|
54.1
|
# 28
|
|
Object Detection
|
COCO test-dev
|
HTC (HRNetV2p-W48)
|
box AP
|
47.3
|
# 32
|
|
Object Detection
|
COCO test-dev
|
HTC (HRNetV2p-W48)
|
AP50
|
65.9
|
# 36
|
|
Object Detection
|
COCO test-dev
|
HTC (HRNetV2p-W48)
|
AP75
|
51.2
|
# 38
|
|
Object Detection
|
COCO test-dev
|
HTC (HRNetV2p-W48)
|
APS
|
28.0
|
# 41
|
|
Object Detection
|
COCO test-dev
|
HTC (HRNetV2p-W48)
|
APM
|
49.7
|
# 40
|
|
Object Detection
|
COCO test-dev
|
HTC (HRNetV2p-W48)
|
APL
|
59.8
|
# 33
|
|
Object Detection
|
COCO test-dev
|
Mask R-CNN (HRNetV2p-W32 + cascade)
|
box AP
|
44.7
|
# 49
|
|
Object Detection
|
COCO test-dev
|
Mask R-CNN (HRNetV2p-W32 + cascade)
|
AP50
|
62.5
|
# 59
|
|
Object Detection
|
COCO test-dev
|
Mask R-CNN (HRNetV2p-W32 + cascade)
|
AP75
|
48.6
|
# 52
|
|
Object Detection
|
COCO test-dev
|
Mask R-CNN (HRNetV2p-W32 + cascade)
|
APS
|
25.8
|
# 55
|
|
Object Detection
|
COCO test-dev
|
Mask R-CNN (HRNetV2p-W32 + cascade)
|
APM
|
47.1
|
# 56
|
|
Object Detection
|
COCO test-dev
|
Mask R-CNN (HRNetV2p-W32 + cascade)
|
APL
|
56.3
|
# 51
|
|
Object Detection
|
COCO test-dev
|
Cascade R-CNN (HRNetV2p-W48)
|
box AP
|
44.8
|
# 48
|
|
Object Detection
|
COCO test-dev
|
Cascade R-CNN (HRNetV2p-W48)
|
AP50
|
63.1
|
# 55
|
|
Object Detection
|
COCO test-dev
|
Cascade R-CNN (HRNetV2p-W48)
|
AP75
|
48.6
|
# 52
|
|
Object Detection
|
COCO test-dev
|
Cascade R-CNN (HRNetV2p-W48)
|
APS
|
26.0
|
# 53
|
|
Object Detection
|
COCO test-dev
|
Cascade R-CNN (HRNetV2p-W48)
|
APM
|
47.3
|
# 54
|
|
Object Detection
|
COCO test-dev
|
Cascade R-CNN (HRNetV2p-W48)
|
APL
|
56.3
|
# 51
|
|
Object Detection
|
COCO test-dev
|
CenterNet (HRNetV2-W48)
|
box AP
|
43.5
|
# 55
|
|
Object Detection
|
COCO test-dev
|
CenterNet (HRNetV2-W48)
|
AP50
|
62.1
|
# 62
|
|
Object Detection
|
COCO test-dev
|
CenterNet (HRNetV2-W48)
|
AP75
|
46.5
|
# 64
|
|
Object Detection
|
COCO test-dev
|
CenterNet (HRNetV2-W48)
|
APS
|
22.2
|
# 75
|
|
Object Detection
|
COCO test-dev
|
CenterNet (HRNetV2-W48)
|
APM
|
46.5
|
# 61
|
|
Object Detection
|
COCO test-dev
|
CenterNet (HRNetV2-W48)
|
APL
|
57.8
|
# 41
|
|
Object Detection
|
COCO test-dev
|
FCOS (HRNetV2p-W48)
|
box AP
|
40.5
|
# 73
|
|
Object Detection
|
COCO test-dev
|
FCOS (HRNetV2p-W48)
|
AP50
|
59.3
|
# 75
|
|
Object Detection
|
COCO test-dev
|
FCOS (HRNetV2p-W48)
|
AP75
|
43.3
|
# 83
|
|
Object Detection
|
COCO test-dev
|
FCOS (HRNetV2p-W48)
|
APS
|
23.4
|
# 69
|
|
Object Detection
|
COCO test-dev
|
FCOS (HRNetV2p-W48)
|
APM
|
42.6
|
# 78
|
|
Object Detection
|
COCO test-dev
|
FCOS (HRNetV2p-W48)
|
APL
|
51.0
|
# 77
|
|
Object Detection
|
COCO test-dev
|
Mask R-CNN (HRNetV2p-W48 + cascade)
|
box AP
|
46.1
|
# 40
|
|
Object Detection
|
COCO test-dev
|
Mask R-CNN (HRNetV2p-W48 + cascade)
|
AP50
|
64.0
|
# 49
|
|
Object Detection
|
COCO test-dev
|
Mask R-CNN (HRNetV2p-W48 + cascade)
|
AP75
|
50.3
|
# 45
|
|
Object Detection
|
COCO test-dev
|
Mask R-CNN (HRNetV2p-W48 + cascade)
|
APS
|
27.1
|
# 45
|
|
Object Detection
|
COCO test-dev
|
Mask R-CNN (HRNetV2p-W48 + cascade)
|
APM
|
48.6
|
# 46
|
|
Object Detection
|
COCO test-dev
|
Mask R-CNN (HRNetV2p-W48 + cascade)
|
APL
|
58.3
|
# 38
|
|
Object Detection
|
COCO test-dev
|
Faster R-CNN (HRNetV2p-W48)
|
box AP
|
42.4
|
# 62
|
|
Object Detection
|
COCO test-dev
|
Faster R-CNN (HRNetV2p-W48)
|
AP50
|
63.6
|
# 52
|
|
Object Detection
|
COCO test-dev
|
Faster R-CNN (HRNetV2p-W48)
|
AP75
|
46.4
|
# 65
|
|
Object Detection
|
COCO test-dev
|
Faster R-CNN (HRNetV2p-W48)
|
APS
|
24.9
|
# 60
|
|
Object Detection
|
COCO test-dev
|
Faster R-CNN (HRNetV2p-W48)
|
APM
|
44.6
|
# 70
|
|
Object Detection
|
COCO test-dev
|
Faster R-CNN (HRNetV2p-W48)
|
APL
|
53.0
|
# 67
|
|
Semantic Segmentation
|
PASCAL Context
|
CFNet (ResNet-101)
|
mIoU
|
54.0
|
# 10
|
|
Semantic Segmentation
|
PASCAL Context
|
HRNetV2 (HRNetV2-W48)
|
mIoU
|
54.0
|
# 10
|
|