Semi-Supervised Video Object Segmentation on VOT2020

Metric: EAO (real-time) (higher is better)

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#	Model↕	EAO (real-time)▼	Extra Data	Paper	Date↕	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	-

#1R50-DeAOT-LSOTA
0.571
EAO (real-time)· 2022-10-18
Decoupling Features in Hierarchical Propagation for Video Object Segmentation Code
#2AOT-LSOTA
0.56
EAO (real-time)· 2021-06-04
Associating Objects with Transformers for Video Object Segmentation Code
#3SwinB-DeAOT-L
0.559
EAO (real-time)· 2022-10-18
Decoupling Features in Hierarchical Propagation for Video Object Segmentation Code
#4DeAOT-S
0.559
EAO (real-time)· 2022-10-18
Decoupling Features in Hierarchical Propagation for Video Object Segmentation Code
#5DeAOT-L
0.554
EAO (real-time)· 2022-10-18
Decoupling Features in Hierarchical Propagation for Video Object Segmentation Code
#6DeAOT-B
0.542
EAO (real-time)· 2022-10-18
Decoupling Features in Hierarchical Propagation for Video Object Segmentation Code
#7R50-AOT-L
0.54
EAO (real-time)· 2021-06-04
Associating Objects with Transformers for Video Object Segmentation Code
#8AOT-B
0.533
EAO (real-time)· 2021-06-04
Associating Objects with Transformers for Video Object Segmentation Code
#9SwinB-AOT-L
0.523
EAO (real-time)· 2021-06-04
Associating Objects with Transformers for Video Object Segmentation Code
#10AOT-S
0.499
EAO (real-time)· 2021-06-04
Associating Objects with Transformers for Video Object Segmentation Code
#11AlphaRefSOTA
0.486
EAO (real-time)· 2020-12-12
Alpha-Refine: Boosting Tracking Performance by Precise Bounding Box Estimation Code
#12DeAOT-T
0.463
EAO (real-time)· 2022-10-18
Decoupling Features in Hierarchical Propagation for Video Object Segmentation Code
#13AOT-T
0.433
EAO (real-time)· 2021-06-04
Associating Objects with Transformers for Video Object Segmentation Code
#14RPTSOTA
0.29
EAO (real-time)· 2020-08-08
RPT: Learning Point Set Representation for Siamese Visual Tracking