TASK |
DATASET |
MODEL |
METRIC NAME |
METRIC VALUE |
GLOBAL RANK |
REMOVE |
Semi-Supervised Video Object Segmentation
|
DAVIS 2016
|
OSVOS
|
Jaccard (Mean)
|
79.8
|
# 62
|
|
Semi-Supervised Video Object Segmentation
|
DAVIS 2016
|
OSVOS
|
Jaccard (Recall)
|
93.6
|
# 17
|
|
Semi-Supervised Video Object Segmentation
|
DAVIS 2016
|
OSVOS
|
Jaccard (Decay)
|
14.9
|
# 5
|
|
Semi-Supervised Video Object Segmentation
|
DAVIS 2016
|
OSVOS
|
F-measure (Mean)
|
80.6
|
# 60
|
|
Semi-Supervised Video Object Segmentation
|
DAVIS 2016
|
OSVOS
|
F-measure (Recall)
|
92.6
|
# 12
|
|
Semi-Supervised Video Object Segmentation
|
DAVIS 2016
|
OSVOS
|
F-measure (Decay)
|
15.0
|
# 4
|
|
Semi-Supervised Video Object Segmentation
|
DAVIS 2016
|
OSVOS
|
J&F
|
80.2
|
# 62
|
|
Semi-Supervised Video Object Segmentation
|
DAVIS 2017 (test-dev)
|
OSVOS
|
J&F
|
50.9
|
# 54
|
|
Semi-Supervised Video Object Segmentation
|
DAVIS 2017 (test-dev)
|
OSVOS
|
Jaccard (Mean)
|
47.0
|
# 55
|
|
Semi-Supervised Video Object Segmentation
|
DAVIS 2017 (test-dev)
|
OSVOS
|
Jaccard (Recall)
|
52.1
|
# 18
|
|
Semi-Supervised Video Object Segmentation
|
DAVIS 2017 (test-dev)
|
OSVOS
|
Jaccard (Decay)
|
19.2
|
# 8
|
|
Semi-Supervised Video Object Segmentation
|
DAVIS 2017 (test-dev)
|
OSVOS
|
F-measure (Recall)
|
59.7
|
# 18
|
|
Semi-Supervised Video Object Segmentation
|
DAVIS 2017 (test-dev)
|
OSVOS
|
F-measure (Decay)
|
19.8
|
# 8
|
|
Semi-Supervised Video Object Segmentation
|
DAVIS 2017 (val)
|
OSVOS
|
Jaccard (Mean)
|
56.6
|
# 70
|
|
Semi-Supervised Video Object Segmentation
|
DAVIS 2017 (val)
|
OSVOS
|
Jaccard (Recall)
|
63.8
|
# 22
|
|
Semi-Supervised Video Object Segmentation
|
DAVIS 2017 (val)
|
OSVOS
|
Jaccard (Decay)
|
26.1
|
# 22
|
|
Semi-Supervised Video Object Segmentation
|
DAVIS 2017 (val)
|
OSVOS
|
F-measure (Mean)
|
63.9
|
# 69
|
|
Semi-Supervised Video Object Segmentation
|
DAVIS 2017 (val)
|
OSVOS
|
F-measure (Recall)
|
73.8
|
# 18
|
|
Semi-Supervised Video Object Segmentation
|
DAVIS 2017 (val)
|
OSVOS
|
F-measure (Decay)
|
27.0
|
# 20
|
|
Semi-Supervised Video Object Segmentation
|
DAVIS 2017 (val)
|
OSVOS
|
J&F
|
60.25
|
# 72
|
|
Semi-Supervised Video Object Segmentation
|
YouTube
|
OSVOS
|
mIoU
|
0.783
|
# 4
|
|
One-shot visual object segmentation
|
YouTube-VOS 2018
|
OSVOS
|
F-Measure (Seen)
|
60.5
|
# 1
|
|
Semi-Supervised Video Object Segmentation
|
YouTube-VOS 2018
|
OSVOS
|
F-Measure (Seen)
|
60.5
|
# 51
|
|
Semi-Supervised Video Object Segmentation
|
YouTube-VOS 2018
|
OSVOS
|
F-Measure (Unseen)
|
60.7
|
# 48
|
|
Semi-Supervised Video Object Segmentation
|
YouTube-VOS 2018
|
OSVOS
|
Overall
|
58.8
|
# 50
|
|
Semi-Supervised Video Object Segmentation
|
YouTube-VOS 2018
|
OSVOS
|
Speed (FPS)
|
0.10
|
# 26
|
|
Semi-Supervised Video Object Segmentation
|
YouTube-VOS 2018
|
OSVOS
|
Jaccard (Seen)
|
59.8
|
# 51
|
|
Semi-Supervised Video Object Segmentation
|
YouTube-VOS 2018
|
OSVOS
|
Jaccard (Unseen)
|
54.2
|
# 45
|
|
Visual Object Tracking
|
YouTube-VOS 2018
|
OSVOS
|
O (Average of Measures)
|
58.8
|
# 1
|
|
Visual Object Tracking
|
YouTube-VOS 2018
|
OSVOS
|
F-Measure (Seen)
|
60.5
|
# 3
|
|
Visual Object Tracking
|
YouTube-VOS 2018
|
OSVOS
|
F-Measure (Unseen)
|
60.7
|
# 3
|
|