TASK |
DATASET |
MODEL |
METRIC NAME |
METRIC VALUE |
GLOBAL RANK |
REMOVE |
Semi-Supervised Video Object Segmentation
|
DAVIS 2016
|
CFBI
|
Jaccard (Mean)
|
88.3
|
# 36
|
|
Semi-Supervised Video Object Segmentation
|
DAVIS 2016
|
CFBI
|
F-measure (Mean)
|
90.5
|
# 34
|
|
Semi-Supervised Video Object Segmentation
|
DAVIS 2016
|
CFBI
|
J&F
|
89.4
|
# 33
|
|
Semi-Supervised Video Object Segmentation
|
DAVIS 2017 (test-dev)
|
CFBI
|
J&F
|
74.8
|
# 34
|
|
Semi-Supervised Video Object Segmentation
|
DAVIS 2017 (test-dev)
|
CFBI
|
Jaccard (Mean)
|
71.1
|
# 34
|
|
Semi-Supervised Video Object Segmentation
|
DAVIS 2017 (test-dev)
|
CFBI
|
F-measure (Mean)
|
78.5
|
# 33
|
|
Semi-Supervised Video Object Segmentation
|
DAVIS 2017 (val)
|
CFBI
|
Jaccard (Mean)
|
79.1
|
# 38
|
|
Semi-Supervised Video Object Segmentation
|
DAVIS 2017 (val)
|
CFBI
|
F-measure (Mean)
|
84.6
|
# 38
|
|
Semi-Supervised Video Object Segmentation
|
DAVIS 2017 (val)
|
CFBI
|
J&F
|
81.9
|
# 38
|
|
Semi-Supervised Video Object Segmentation
|
DAVIS (no YouTube-VOS training)
|
CFBI
|
FPS
|
5.56
|
# 18
|
|
Semi-Supervised Video Object Segmentation
|
DAVIS (no YouTube-VOS training)
|
CFBI
|
D16 val (G)
|
86.1
|
# 7
|
|
Semi-Supervised Video Object Segmentation
|
DAVIS (no YouTube-VOS training)
|
CFBI
|
D16 val (J)
|
85.3
|
# 9
|
|
Semi-Supervised Video Object Segmentation
|
DAVIS (no YouTube-VOS training)
|
CFBI
|
D16 val (F)
|
86.9
|
# 5
|
|
Semi-Supervised Video Object Segmentation
|
DAVIS (no YouTube-VOS training)
|
CFBI
|
D17 val (G)
|
74.9
|
# 10
|
|
Semi-Supervised Video Object Segmentation
|
DAVIS (no YouTube-VOS training)
|
CFBI
|
D17 val (J)
|
72.1
|
# 12
|
|
Semi-Supervised Video Object Segmentation
|
DAVIS (no YouTube-VOS training)
|
CFBI
|
D17 val (F)
|
77.7
|
# 9
|
|
Semi-Supervised Video Object Segmentation
|
YouTube-VOS 2018
|
CFBI
|
F-Measure (Seen)
|
85.8
|
# 36
|
|
Semi-Supervised Video Object Segmentation
|
YouTube-VOS 2018
|
CFBI
|
F-Measure (Unseen)
|
83.4
|
# 37
|
|
Semi-Supervised Video Object Segmentation
|
YouTube-VOS 2018
|
CFBI
|
Overall
|
81.4
|
# 37
|
|
Semi-Supervised Video Object Segmentation
|
YouTube-VOS 2018
|
CFBI
|
Speed (FPS)
|
3.4
|
# 25
|
|
Semi-Supervised Video Object Segmentation
|
YouTube-VOS 2018
|
CFBI
|
Jaccard (Seen)
|
81.1
|
# 37
|
|
Semi-Supervised Video Object Segmentation
|
YouTube-VOS 2018
|
CFBI
|
Jaccard (Unseen)
|
75.3
|
# 37
|
|
Semi-Supervised Video Object Segmentation
|
YouTube-VOS 2018
|
CFBI
|
Params(M)
|
66.3
|
# 22
|
|
Video Object Segmentation
|
YouTube-VOS 2019
|
CFBI+
|
Mean Jaccard & F-Measure
|
82.6
|
# 8
|
|
Video Object Segmentation
|
YouTube-VOS 2019
|
CFBI+
|
Jaccard (Seen)
|
81.7
|
# 7
|
|
Video Object Segmentation
|
YouTube-VOS 2019
|
CFBI+
|
Jaccard (Unseen)
|
77.1
|
# 7
|
|
Video Object Segmentation
|
YouTube-VOS 2019
|
CFBI+
|
F-Measure (Seen)
|
86.2
|
# 7
|
|
Video Object Segmentation
|
YouTube-VOS 2019
|
CFBI+
|
F-Measure (Unseen)
|
85.2
|
# 8
|
|