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Semi-Supervised Video Object Segmentation
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VOT2020
Semi-Supervised Video Object Segmentation on VOT2020
Metric: EAO (real-time) (higher is better)
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#
Model
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EAO (real-time)
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Extra Data
Paper
Date
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Code
1
R50-DeAOT-L
0.571
No
Decoupling Features in Hierarchical Propagation ...
2022-10-18
Code
2
AOT-L
0.56
No
Associating Objects with Transformers for Video ...
2021-06-04
Code
3
SwinB-DeAOT-L
0.559
No
Decoupling Features in Hierarchical Propagation ...
2022-10-18
Code
4
DeAOT-S
0.559
No
Decoupling Features in Hierarchical Propagation ...
2022-10-18
Code
5
DeAOT-L
0.554
No
Decoupling Features in Hierarchical Propagation ...
2022-10-18
Code
6
DeAOT-B
0.542
No
Decoupling Features in Hierarchical Propagation ...
2022-10-18
Code
7
R50-AOT-L
0.54
No
Associating Objects with Transformers for Video ...
2021-06-04
Code
8
AOT-B
0.533
No
Associating Objects with Transformers for Video ...
2021-06-04
Code
9
SwinB-AOT-L
0.523
No
Associating Objects with Transformers for Video ...
2021-06-04
Code
10
AOT-S
0.499
No
Associating Objects with Transformers for Video ...
2021-06-04
Code
11
AlphaRef
0.486
No
Alpha-Refine: Boosting Tracking Performance by P...
2020-12-12
Code
12
DeAOT-T
0.463
No
Decoupling Features in Hierarchical Propagation ...
2022-10-18
Code
13
AOT-T
0.433
No
Associating Objects with Transformers for Video ...
2021-06-04
Code
14
RPT
0.29
No
RPT: Learning Point Set Representation for Siame...
2020-08-08
-
#1
R50-DeAOT-L
SOTA
0.571
EAO (real-time)
· 2022-10-18
Decoupling Features in Hierarchical Propagation for Video Object Segmentation
Code
#2
AOT-L
SOTA
0.56
EAO (real-time)
· 2021-06-04
Associating Objects with Transformers for Video Object Segmentation
Code
#3
SwinB-DeAOT-L
0.559
EAO (real-time)
· 2022-10-18
Decoupling Features in Hierarchical Propagation for Video Object Segmentation
Code
#4
DeAOT-S
0.559
EAO (real-time)
· 2022-10-18
Decoupling Features in Hierarchical Propagation for Video Object Segmentation
Code
#5
DeAOT-L
0.554
EAO (real-time)
· 2022-10-18
Decoupling Features in Hierarchical Propagation for Video Object Segmentation
Code
#6
DeAOT-B
0.542
EAO (real-time)
· 2022-10-18
Decoupling Features in Hierarchical Propagation for Video Object Segmentation
Code
#7
R50-AOT-L
0.54
EAO (real-time)
· 2021-06-04
Associating Objects with Transformers for Video Object Segmentation
Code
#8
AOT-B
0.533
EAO (real-time)
· 2021-06-04
Associating Objects with Transformers for Video Object Segmentation
Code
#9
SwinB-AOT-L
0.523
EAO (real-time)
· 2021-06-04
Associating Objects with Transformers for Video Object Segmentation
Code
#10
AOT-S
0.499
EAO (real-time)
· 2021-06-04
Associating Objects with Transformers for Video Object Segmentation
Code
#11
AlphaRef
SOTA
0.486
EAO (real-time)
· 2020-12-12
Alpha-Refine: Boosting Tracking Performance by Precise Bounding Box Estimation
Code
#12
DeAOT-T
0.463
EAO (real-time)
· 2022-10-18
Decoupling Features in Hierarchical Propagation for Video Object Segmentation
Code
#13
AOT-T
0.433
EAO (real-time)
· 2021-06-04
Associating Objects with Transformers for Video Object Segmentation
Code
#14
RPT
SOTA
0.29
EAO (real-time)
· 2020-08-08
RPT: Learning Point Set Representation for Siamese Visual Tracking