TASK
DATASET
MODEL
METRIC NAME
METRIC VALUE
GLOBAL RANK
EXTRA DATA
REMOVE
Video Object Segmentation
DAVIS 2016
RMN (val)
Jaccard (Mean)
88.9
# 12
Video Object Segmentation
DAVIS 2016
RMN (val)
F-Score
88.7
# 17
Video Object Segmentation
DAVIS 2016
RMN (val)
J&F
88.8
# 15
Video Object Segmentation
DAVIS 2016
AOT (val)
Jaccard (Mean)
90.1
# 7
Video Object Segmentation
DAVIS 2016
AOT (val)
F-Score
92.1
# 9
Video Object Segmentation
DAVIS 2016
AOT (val)
J&F
91.1
# 7
Video Object Segmentation
DAVIS 2016
LCM (val)
Jaccard (Mean)
89.9
# 8
Video Object Segmentation
DAVIS 2016
LCM (val)
F-Score
91.4
# 11
Video Object Segmentation
DAVIS 2016
LCM (val)
J&F
90.7
# 8
Video Object Segmentation
DAVIS 2016
STM (val)
Jaccard (Mean)
88.7
# 13
Video Object Segmentation
DAVIS 2016
STM (val)
F-Score
89.9
# 16
Video Object Segmentation
DAVIS 2016
BATMAN (val)
Jaccard (Mean)
90.7
# 4
Video Object Segmentation
DAVIS 2016
BATMAN (val)
F-Score
94.2
# 3
Video Object Segmentation
DAVIS 2016
BATMAN (val)
J&F
92.5
# 3
Video Object Segmentation
DAVIS 2016
STCN (val)
Jaccard (Mean)
90.8
# 3
Video Object Segmentation
DAVIS 2016
STCN (val)
F-Score
92.5
# 8
Video Object Segmentation
DAVIS 2016
STCN (val)
J&F
91.6
# 4
Video Object Segmentation
DAVIS 2016
CFBI (val)
Jaccard (Mean)
88.3
# 16
Video Object Segmentation
DAVIS 2016
CFBI (val)
F-Score
90.5
# 14
Video Object Segmentation
DAVIS 2016
CFBI (val)
J&F
89.4
# 14
Video Object Segmentation
DAVIS 2016
KMN (val)
Jaccard (Mean)
89.5
# 10
Video Object Segmentation
DAVIS 2016
KMN (val)
F-Score
91.5
# 10
Video Object Segmentation
DAVIS 2016
KMN (val)
J&F
90.5
# 10
Video Object Segmentation
DAVIS 2016
CFBI+ (val)
Jaccard (Mean)
88.7
# 13
Video Object Segmentation
DAVIS 2016
CFBI+ (val)
F-Score
91.1
# 13
Video Object Segmentation
DAVIS 2016
CFBI+ (val)
J&F
89.9
# 12
Video Object Segmentation
DAVIS 2016
RPCMVOS (val)
Jaccard (Mean)
87.1
# 17
Video Object Segmentation
DAVIS 2016
RPCMVOS (val)
F-Score
94
# 5
Video Object Segmentation
DAVIS 2016
RPCMVOS (val)
J&F
90.6
# 9
Video Object Segmentation
DAVIS 2016
TransVOS (val)
Jaccard (Mean)
89.8
# 9
Video Object Segmentation
DAVIS 2016
TransVOS (val)
F-Score
91.2
# 12
Video Object Segmentation
DAVIS 2016
TransVOS (val)
J&F
90.5
# 10
Video Object Segmentation
DAVIS 2017 (test-dev)
STCN
Jaccard
72.7
# 7
Video Object Segmentation
DAVIS 2017 (test-dev)
STCN
F-measure
79.6
# 7
Video Object Segmentation
DAVIS 2017 (test-dev)
STCN
Mean Jaccard & F-Measure
76.1
# 7
Video Object Segmentation
DAVIS 2017 (test-dev)
CFBI+
Jaccard
71.6
# 9
Video Object Segmentation
DAVIS 2017 (test-dev)
CFBI+
Mean Jaccard & F-Measure
75.6
# 8
Video Object Segmentation
DAVIS 2017 (test-dev)
RMN
Jaccard
71.9
# 8
Video Object Segmentation
DAVIS 2017 (test-dev)
RMN
F-measure
78.1
# 9
Video Object Segmentation
DAVIS 2017 (test-dev)
KMN
Jaccard
74.1
# 5
Video Object Segmentation
DAVIS 2017 (test-dev)
KMN
F-measure
80.3
# 6
Video Object Segmentation
DAVIS 2017 (test-dev)
KMN
Mean Jaccard & F-Measure
77.2
# 5
Video Object Segmentation
DAVIS 2017 (test-dev)
BATMAN
Jaccard
78.4
# 1
Video Object Segmentation
DAVIS 2017 (test-dev)
BATMAN
F-measure
86.1
# 1
Video Object Segmentation
DAVIS 2017 (test-dev)
BATMAN
Mean Jaccard & F-Measure
82.2
# 1
Video Object Segmentation
DAVIS 2017 (test-dev)
TransVOS
Jaccard
73
# 6
Video Object Segmentation
DAVIS 2017 (test-dev)
TransVOS
F-measure
80.9
# 5
Video Object Segmentation
DAVIS 2017 (test-dev)
TransVOS
Mean Jaccard & F-Measure
76.9
# 6
Video Object Segmentation
DAVIS 2017 (test-dev)
CFBI
Jaccard
71.4
# 10
Video Object Segmentation
DAVIS 2017 (test-dev)
CFBI
F-measure
78.7
# 8
Video Object Segmentation
DAVIS 2017 (test-dev)
CFBI
Mean Jaccard & F-Measure
75
# 9
Video Object Segmentation
DAVIS 2017 (test-dev)
LCM
Jaccard
74.4
# 4
Video Object Segmentation
DAVIS 2017 (test-dev)
LCM
F-measure
81.8
# 4
Video Object Segmentation
DAVIS 2017 (test-dev)
LCM
Mean Jaccard & F-Measure
78.1
# 4
Video Object Segmentation
DAVIS 2017 (val)
AOT
Mean Jaccard & F-Measure
84.9
# 5
Video Object Segmentation
DAVIS 2017 (val)
AOT
Jaccard
82.3
# 3
Video Object Segmentation
DAVIS 2017 (val)
AOT
F-measure
87.5
# 5
Video Object Segmentation
DAVIS 2017 (val)
BATMAN
Mean Jaccard & F-Measure
86.2
# 2
Video Object Segmentation
DAVIS 2017 (val)
BATMAN
F-measure
89.3
# 3
Video Object Segmentation
DAVIS 2017 (val)
STCN
Mean Jaccard & F-Measure
85.4
# 4
Video Object Segmentation
DAVIS 2017 (val)
STCN
Jaccard
82.2
# 4
Video Object Segmentation
DAVIS 2017 (val)
STCN
F-measure
88.6
# 4
Video Object Segmentation
DAVIS 2017 (val)
TransVOS
Mean Jaccard & F-Measure
83.9
# 6
Video Object Segmentation
DAVIS 2017 (val)
TransVOS
Jaccard
81.4
# 5
Video Object Segmentation
DAVIS 2017 (val)
TransVOS
F-measure
86.4
# 7
Video Object Segmentation
DAVIS 2017 (val)
RPCMVOS
Mean Jaccard & F-Measure
83.7
# 7
Video Object Segmentation
DAVIS 2017 (val)
RPCMVOS
Jaccard
81.3
# 6
Video Object Segmentation
DAVIS 2017 (val)
LCM
Jaccard
80.5
# 8
Video Object Segmentation
DAVIS 2017 (val)
LCM
F-measure
86.5
# 6
Video Object Segmentation
DAVIS 2017 (val)
RMN
Mean Jaccard & F-Measure
83.5
# 8
Video Object Segmentation
DAVIS 2017 (val)
RMN
Jaccard
81
# 7
Video Object Segmentation
DAVIS 2017 (val)
RMN
F-measure
86
# 8
Video Object Segmentation
DAVIS 2017 (val)
CFBI+
Mean Jaccard & F-Measure
82.9
# 9
Video Object Segmentation
DAVIS 2017 (val)
CFBI+
Jaccard
80.1
# 9
Video Object Segmentation
DAVIS 2017 (val)
CFBI+
F-measure
85.7
# 9
Video Object Segmentation
DAVIS 2017 (val)
KMN
Mean Jaccard & F-Measure
82.8
# 10
Video Object Segmentation
DAVIS 2017 (val)
KMN
Jaccard
80
# 10
Video Object Segmentation
DAVIS 2017 (val)
KMN
F-measure
85.6
# 10
Video Object Segmentation
DAVIS 2017 (val)
SST
Mean Jaccard & F-Measure
82.5
# 11
Video Object Segmentation
DAVIS 2017 (val)
SST
Jaccard
79.9
# 11
Video Object Segmentation
DAVIS 2017 (val)
SST
F-measure
85.1
# 11
Video Object Segmentation
DAVIS 2017 (val)
CFBI
Mean Jaccard & F-Measure
81.9
# 12
Video Object Segmentation
DAVIS 2017 (val)
CFBI
Jaccard
79.3
# 12
Video Object Segmentation
DAVIS 2017 (val)
CFBI
F-measure
84.5
# 12
Video Object Segmentation
DAVIS 2017 (val)
STM
Jaccard
79.2
# 13
Video Object Segmentation
DAVIS 2017 (val)
STM
F-measure
84.3
# 13
Video Object Segmentation
DAVIS 2017 (val)
LWL
Mean Jaccard & F-Measure
81.6
# 13
Video Object Segmentation
DAVIS 2017 (val)
LWL
Jaccard
79.1
# 14
Video Object Segmentation
DAVIS 2017 (val)
LWL
F-measure
84.1
# 14
Video Object Segmentation
DAVIS 2017 (val)
AFB-URR
Mean Jaccard & F-Measure
74.6
# 15
Video Object Segmentation
DAVIS 2017 (val)
AFB-URR
Jaccard
73
# 15
Video Object Segmentation
DAVIS 2017 (val)
AFB-URR
F-measure
76.1
# 16
Video Object Segmentation
YouTube-VOS 2018
CFBI
Jaccard (Seen)
81.1
# 11
Video Object Segmentation
YouTube-VOS 2018
CFBI
F-Measure (Seen)
85.8
# 7
Visual Object Tracking
YouTube-VOS 2018
KMN
Jaccard (Unseen)
75.3
# 2
Visual Object Tracking
YouTube-VOS 2018
CFBI
F-Measure (Unseen)
83.4
# 1
Visual Object Tracking
YouTube-VOS 2018
RMN
Jaccard (Unseen)
75.7
# 1
Visual Object Tracking
YouTube-VOS 2018
TransVOS
F-Measure (Seen)
86.7
# 1
Visual Object Tracking
YouTube-VOS 2018
TransVOS
F-Measure (Unseen)
83.4
# 1
Video Object Segmentation
YouTube-VOS 2018
TransVOS
Jaccard (Seen)
82
# 6
Video Object Segmentation
YouTube-VOS 2018
TransVOS
Jaccard (Unseen)
75
# 11
Video Object Segmentation
YouTube-VOS 2018
TransVOS
F-Measure (Seen)
86.7
# 4
Video Object Segmentation
YouTube-VOS 2018
TransVOS
F-Measure (Unseen)
83.4
# 7
Video Object Segmentation
YouTube-VOS 2018
TransVOS
Mean Jaccard & F-Measure
81.8
# 7
Video Object Segmentation
YouTube-VOS 2018
RMN
Jaccard (Seen)
82.1
# 5
Video Object Segmentation
YouTube-VOS 2018
RMN
Jaccard (Unseen)
75.7
# 9
Video Object Segmentation
YouTube-VOS 2018
RMN
F-Measure (Seen)
85.7
# 8
Video Object Segmentation
YouTube-VOS 2018
RMN
F-Measure (Unseen)
82.4
# 10
Video Object Segmentation
YouTube-VOS 2018
STM
Jaccard (Seen)
79.7
# 14
Video Object Segmentation
YouTube-VOS 2018
STM
Jaccard (Unseen)
72.8
# 13
Video Object Segmentation
YouTube-VOS 2018
STM
F-Measure (Seen)
84.2
# 11
Video Object Segmentation
YouTube-VOS 2018
STM
F-Measure (Unseen)
80.9
# 11
Video Object Segmentation
YouTube-VOS 2018
STM
Mean Jaccard & F-Measure
79.4
# 12
Video Object Segmentation
YouTube-VOS 2018
LWL
Jaccard (Seen)
80.4
# 13
Video Object Segmentation
YouTube-VOS 2018
LWL
Jaccard (Unseen)
76.4
# 7
Video Object Segmentation
YouTube-VOS 2018
LWL
F-Measure (Seen)
84.9
# 10
Video Object Segmentation
YouTube-VOS 2018
LWL
F-Measure (Unseen)
84.4
# 6
Video Object Segmentation
YouTube-VOS 2018
LWL
Mean Jaccard & F-Measure
81.5
# 9
Video Object Segmentation
YouTube-VOS 2018
AFB-URR
Jaccard (Seen)
78.8
# 15
Video Object Segmentation
YouTube-VOS 2018
AFB-URR
Jaccard (Unseen)
74.1
# 12
Video Object Segmentation
YouTube-VOS 2018
AFB-URR
F-Measure (Seen)
83.1
# 12
Video Object Segmentation
YouTube-VOS 2018
AFB-URR
F-Measure (Unseen)
82.6
# 9
Video Object Segmentation
YouTube-VOS 2018
AFB-URR
Mean Jaccard & F-Measure
79.6
# 11
Video Object Segmentation
YouTube-VOS 2018
KMN
Jaccard (Seen)
81.4
# 9
Video Object Segmentation
YouTube-VOS 2018
KMN
Jaccard (Unseen)
75.3
# 10
Video Object Segmentation
YouTube-VOS 2018
KMN
F-Measure (Seen)
85.6
# 9
Video Object Segmentation
YouTube-VOS 2018
KMN
F-Measure (Unseen)
83.3
# 8
Video Object Segmentation
YouTube-VOS 2018
KMN
Mean Jaccard & F-Measure
81.4
# 10
Video Object Segmentation
YouTube-VOS 2018
LCM
Jaccard (Seen)
82.2
# 4
Video Object Segmentation
YouTube-VOS 2018
LCM
Mean Jaccard & F-Measure
82
# 6
Video Object Segmentation
YouTube-VOS 2018
AOT
Jaccard (Seen)
83.7
# 2
Video Object Segmentation
YouTube-VOS 2018
AOT
Jaccard (Unseen)
78.1
# 3
Video Object Segmentation
YouTube-VOS 2018
AOT
F-Measure (Seen)
88.5
# 2
Video Object Segmentation
YouTube-VOS 2018
AOT
F-Measure (Unseen)
86.1
# 3
Video Object Segmentation
YouTube-VOS 2018
AOT
Mean Jaccard & F-Measure
84.1
# 2
Video Object Segmentation
YouTube-VOS 2018
RPCMVOS
Jaccard (Seen)
83.1
# 3
Video Object Segmentation
YouTube-VOS 2018
RPCMVOS
Jaccard (Unseen)
78.5
# 2
Video Object Segmentation
YouTube-VOS 2018
RPCMVOS
F-Measure (Seen)
87.7
# 3
Video Object Segmentation
YouTube-VOS 2018
RPCMVOS
F-Measure (Unseen)
86.7
# 2
Video Object Segmentation
YouTube-VOS 2018
RPCMVOS
Mean Jaccard & F-Measure
84
# 3
Video Object Segmentation
YouTube-VOS 2018
CFBI+
Jaccard (Seen)
81.8
# 8
Video Object Segmentation
YouTube-VOS 2018
CFBI+
Jaccard (Unseen)
77.1
# 5
Video Object Segmentation
YouTube-VOS 2018
CFBI+
F-Measure (Seen)
86.6
# 5
Video Object Segmentation
YouTube-VOS 2018
CFBI+
F-Measure (Unseen)
85.6
# 5
Video Object Segmentation
YouTube-VOS 2018
CFBI+
Mean Jaccard & F-Measure
82.8
# 5
Video Object Segmentation
YouTube-VOS 2018
STCN
Jaccard (Seen)
81.9
# 7
Video Object Segmentation
YouTube-VOS 2018
STCN
Jaccard (Unseen)
77.9
# 4
Video Object Segmentation
YouTube-VOS 2018
STCN
F-Measure (Seen)
86.5
# 6
Video Object Segmentation
YouTube-VOS 2018
STCN
F-Measure (Unseen)
85.7
# 4
Video Object Segmentation
YouTube-VOS 2018
STCN
Mean Jaccard & F-Measure
83
# 4
Video Object Segmentation
YouTube-VOS 2018
SST
Jaccard (Seen)
81.2
# 10
Video Object Segmentation
YouTube-VOS 2018
SST
Jaccard (Unseen)
76
# 8
Video Object Segmentation
YouTube-VOS 2018
SST
Mean Jaccard & F-Measure
81.7
# 8
Video Object Segmentation
YouTube-VOS 2019
CFBI
Mean Jaccard & F-Measure
81
# 10
Video Object Segmentation
YouTube-VOS 2019
CFBI
Jaccard (Seen)
80.6
# 10
Video Object Segmentation
YouTube-VOS 2019
CFBI
Jaccard (Unseen)
75.2
# 10
Video Object Segmentation
YouTube-VOS 2019
CFBI
F-Measure (Seen)
85.1
# 9
Video Object Segmentation
YouTube-VOS 2019
CFBI
F-Measure (Unseen)
83
# 9
Video Object Segmentation
YouTube-VOS 2019
BATMAN
Mean Jaccard & F-Measure
85
# 3
Video Object Segmentation
YouTube-VOS 2019
BATMAN
Jaccard (Seen)
84.5
# 2
Video Object Segmentation
YouTube-VOS 2019
BATMAN
Jaccard (Unseen)
79
# 4
Video Object Segmentation
YouTube-VOS 2019
BATMAN
F-Measure (Seen)
89.3
# 2
Video Object Segmentation
YouTube-VOS 2019
BATMAN
F-Measure (Unseen)
87.2
# 3