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Video Object Segmentation
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FBMS test
Video Object Segmentation on FBMS test
Metric: J (higher is better)
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Model name (A→Z)
#
Model
↕
J
▼
Extra Data
Paper
Date
↕
Code
1
FakeFlow
84.7
No
Improving Unsupervised Video Object Segmentation...
2024-07-16
-
2
DPA
83.4
No
Dual Prototype Attention for Unsupervised Video ...
2022-11-22
Code
3
TMO++ (MiT-b1)
83.2
No
Treating Motion as Option with Output Selection ...
2023-09-26
Code
4
GSANet
83.1
No
Guided Slot Attention for Unsupervised Video Obj...
2023-03-15
Code
5
TMO++ (RN-101)
81.2
No
Treating Motion as Option with Output Selection ...
2023-09-26
Code
6
TMO (MiT-b1)
80
No
Treating Motion as Option to Reduce Motion Depen...
2022-09-04
Code
7
TMO (RN-101)
79.9
No
Treating Motion as Option to Reduce Motion Depen...
2022-09-04
Code
8
TransportNet
78.7
No
-
-
-
9
PMN
77.7
No
Unsupervised Video Object Segmentation via Proto...
2022-09-08
Code
10
F2Net
77.5
No
F2Net: Learning to Focus on the Foreground for U...
2020-12-04
-
11
IMP
77.5
No
Iteratively Selecting an Easy Reference Frame Ma...
2021-12-23
-
12
AMC-Net
76.5
No
-
-
Code
13
MATNet
76.1
No
Motion-Attentive Transition for Zero-Shot Video ...
2020-03-09
Code
14
COSNet
75.6
No
See More, Know More: Unsupervised Video Object S...
2020-01-19
Code
15
PDB
74
No
-
-
-
#1
FakeFlow
SOTA
84.7
J
· 2024-07-16
Improving Unsupervised Video Object Segmentation via Fake Flow Generation
#2
DPA
SOTA
83.4
J
· 2022-11-22
Dual Prototype Attention for Unsupervised Video Object Segmentation
Code
#3
TMO++ (MiT-b1)
83.2
J
· 2023-09-26
Treating Motion as Option with Output Selection for Unsupervised Video Object Segmentation
Code
#4
GSANet
83.1
J
· 2023-03-15
Guided Slot Attention for Unsupervised Video Object Segmentation
Code
#5
TMO++ (RN-101)
81.2
J
· 2023-09-26
Treating Motion as Option with Output Selection for Unsupervised Video Object Segmentation
Code
#6
TMO (MiT-b1)
SOTA
80
J
· 2022-09-04
Treating Motion as Option to Reduce Motion Dependency in Unsupervised Video Object Segmentation
Code
#7
TMO (RN-101)
79.9
J
· 2022-09-04
Treating Motion as Option to Reduce Motion Dependency in Unsupervised Video Object Segmentation
Code
#8
TransportNet
78.7
J
No paper
#9
PMN
77.7
J
· 2022-09-08
Unsupervised Video Object Segmentation via Prototype Memory Network
Code
#10
F2Net
SOTA
77.5
J
· 2020-12-04
F2Net: Learning to Focus on the Foreground for Unsupervised Video Object Segmentation
#11
IMP
77.5
J
· 2021-12-23
Iteratively Selecting an Easy Reference Frame Makes Unsupervised Video Object Segmentation Easier
#12
AMC-Net
76.5
J
No paper
Code
#13
MATNet
SOTA
76.1
J
· 2020-03-09
Motion-Attentive Transition for Zero-Shot Video Object Segmentation
Code
#14
COSNet
SOTA
75.6
J
· 2020-01-19
See More, Know More: Unsupervised Video Object Segmentation with Co-Attention Siamese Networks
Code
#15
PDB
74
J
No paper