TASK |
DATASET |
MODEL |
METRIC NAME |
METRIC VALUE |
GLOBAL RANK |
REMOVE |
Semi-Supervised Video Object Segmentation
|
DAVIS 2016
|
RANet
|
Jaccard (Mean)
|
85.5
|
# 51
|
|
Semi-Supervised Video Object Segmentation
|
DAVIS 2016
|
RANet
|
Jaccard (Recall)
|
97.2
|
# 5
|
|
Semi-Supervised Video Object Segmentation
|
DAVIS 2016
|
RANet
|
Jaccard (Decay)
|
6.2
|
# 23
|
|
Semi-Supervised Video Object Segmentation
|
DAVIS 2016
|
RANet
|
F-measure (Mean)
|
85.4
|
# 50
|
|
Semi-Supervised Video Object Segmentation
|
DAVIS 2016
|
RANet
|
F-measure (Recall)
|
94.9
|
# 8
|
|
Semi-Supervised Video Object Segmentation
|
DAVIS 2016
|
RANet
|
F-measure (Decay)
|
5.1
|
# 26
|
|
Semi-Supervised Video Object Segmentation
|
DAVIS 2016
|
RANet
|
J&F
|
85.45
|
# 51
|
|
Semi-Supervised Video Object Segmentation
|
DAVIS 2016
|
RANet+ (online learning)
|
Jaccard (Mean)
|
86.6
|
# 43
|
|
Semi-Supervised Video Object Segmentation
|
DAVIS 2016
|
RANet+ (online learning)
|
Jaccard (Recall)
|
97
|
# 8
|
|
Semi-Supervised Video Object Segmentation
|
DAVIS 2016
|
RANet+ (online learning)
|
Jaccard (Decay)
|
7.4
|
# 19
|
|
Semi-Supervised Video Object Segmentation
|
DAVIS 2016
|
RANet+ (online learning)
|
F-measure (Mean)
|
87.6
|
# 44
|
|
Semi-Supervised Video Object Segmentation
|
DAVIS 2016
|
RANet+ (online learning)
|
F-measure (Recall)
|
96.1
|
# 3
|
|
Semi-Supervised Video Object Segmentation
|
DAVIS 2016
|
RANet+ (online learning)
|
F-measure (Decay)
|
8.2
|
# 20
|
|
Semi-Supervised Video Object Segmentation
|
DAVIS 2016
|
RANet+ (online learning)
|
J&F
|
87.1
|
# 43
|
|
Semi-Supervised Video Object Segmentation
|
DAVIS 2017 (test-dev)
|
RANet
|
J&F
|
55.4
|
# 48
|
|
Semi-Supervised Video Object Segmentation
|
DAVIS 2017 (test-dev)
|
RANet
|
Jaccard (Mean)
|
53.4
|
# 47
|
|
Semi-Supervised Video Object Segmentation
|
DAVIS 2017 (test-dev)
|
RANet
|
Jaccard (Recall)
|
61.9
|
# 10
|
|
Semi-Supervised Video Object Segmentation
|
DAVIS 2017 (test-dev)
|
RANet
|
Jaccard (Decay)
|
21.9
|
# 13
|
|
Semi-Supervised Video Object Segmentation
|
DAVIS 2017 (test-dev)
|
RANet
|
F-measure (Mean)
|
57.3
|
# 49
|
|
Semi-Supervised Video Object Segmentation
|
DAVIS 2017 (test-dev)
|
RANet
|
F-measure (Recall)
|
67.7
|
# 11
|
|
Semi-Supervised Video Object Segmentation
|
DAVIS 2017 (test-dev)
|
RANet
|
F-measure (Decay)
|
22.1
|
# 14
|
|
Semi-Supervised Video Object Segmentation
|
DAVIS 2017 (val)
|
RANet
|
Jaccard (Mean)
|
63.2
|
# 64
|
|
Semi-Supervised Video Object Segmentation
|
DAVIS 2017 (val)
|
RANet
|
Jaccard (Recall)
|
73.7
|
# 16
|
|
Semi-Supervised Video Object Segmentation
|
DAVIS 2017 (val)
|
RANet
|
Jaccard (Decay)
|
18.6
|
# 15
|
|
Semi-Supervised Video Object Segmentation
|
DAVIS 2017 (val)
|
RANet
|
F-measure (Mean)
|
68.2
|
# 65
|
|
Semi-Supervised Video Object Segmentation
|
DAVIS 2017 (val)
|
RANet
|
F-measure (Recall)
|
78.8
|
# 14
|
|
Semi-Supervised Video Object Segmentation
|
DAVIS 2017 (val)
|
RANet
|
F-measure (Decay)
|
19.7
|
# 13
|
|
Semi-Supervised Video Object Segmentation
|
DAVIS 2017 (val)
|
RANet
|
J&F
|
65.7
|
# 65
|
|
Semi-Supervised Video Object Segmentation
|
DAVIS (no YouTube-VOS training)
|
RANet
|
FPS
|
30.3
|
# 6
|
|
Semi-Supervised Video Object Segmentation
|
DAVIS (no YouTube-VOS training)
|
RANet
|
D16 val (G)
|
85.5
|
# 10
|
|
Semi-Supervised Video Object Segmentation
|
DAVIS (no YouTube-VOS training)
|
RANet
|
D16 val (J)
|
85.5
|
# 7
|
|
Semi-Supervised Video Object Segmentation
|
DAVIS (no YouTube-VOS training)
|
RANet
|
D16 val (F)
|
85.4
|
# 10
|
|
Semi-Supervised Video Object Segmentation
|
DAVIS (no YouTube-VOS training)
|
RANet
|
D17 val (G)
|
65.7
|
# 24
|
|
Semi-Supervised Video Object Segmentation
|
DAVIS (no YouTube-VOS training)
|
RANet
|
D17 val (J)
|
63.2
|
# 24
|
|
Semi-Supervised Video Object Segmentation
|
DAVIS (no YouTube-VOS training)
|
RANet
|
D17 val (F)
|
68.2
|
# 24
|
|
Semi-Supervised Video Object Segmentation
|
DAVIS (no YouTube-VOS training)
|
RANet
|
D17 test (G)
|
55.3
|
# 6
|
|
Semi-Supervised Video Object Segmentation
|
DAVIS (no YouTube-VOS training)
|
RANet
|
D17 test (J)
|
53.4
|
# 6
|
|
Semi-Supervised Video Object Segmentation
|
DAVIS (no YouTube-VOS training)
|
RANet
|
D17 test (F)
|
57.2
|
# 7
|
|