Semi-Supervised Video Object Segmentation on VOT2020

Metric: EAO (higher is better)

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#	Model↕	EAO▼	Extra Data	Paper	Date↕	Code
1	DAM4SAM	0.729	No	A Distractor-Aware Memory for Visual Object Trac...	2024-11-26	Code
2	MCITrack-L384	0.624	No	Exploring Enhanced Contextual Information for Vi...	2024-12-15	Code
3	SwinB-DeAOT-L	0.622	No	Decoupling Features in Hierarchical Propagation ...	2022-10-18	Code
4	MCITrack-B224	0.619	No	Exploring Enhanced Contextual Information for Vi...	2024-12-15	Code
5	R50-DeAOT-L	0.613	No	Decoupling Features in Hierarchical Propagation ...	2022-10-18	Code
6	ODTrack-L	0.605	No	ODTrack: Online Dense Temporal Token Learning fo...	2024-01-03	Code
7	DeAOT-S	0.593	No	Decoupling Features in Hierarchical Propagation ...	2022-10-18	Code
8	DeAOT-L	0.591	No	Decoupling Features in Hierarchical Propagation ...	2022-10-18	Code
9	SwinB-AOT-L	0.586	No	Associating Objects with Transformers for Video ...	2021-06-04	Code
10	ODTrack-B	0.581	No	ODTrack: Online Dense Temporal Token Learning fo...	2024-01-03	Code
11	AOT-L	0.574	No	Associating Objects with Transformers for Video ...	2021-06-04	Code
12	DeAOT-B	0.571	No	Decoupling Features in Hierarchical Propagation ...	2022-10-18	Code
13	R50-AOT-L	0.569	No	Associating Objects with Transformers for Video ...	2021-06-04	Code
14	MixFormer-L	0.555	No	MixFormer: End-to-End Tracking with Iterative Mi...	2022-03-21	Code
15	AOT-B	0.541	No	Associating Objects with Transformers for Video ...	2021-06-04	Code
16	RPT	0.53	No	RPT: Learning Point Set Representation for Siame...	2020-08-08	-
17	AOT-S	0.512	No	Associating Objects with Transformers for Video ...	2021-06-04	Code
18	AlphaRef	0.482	No	Alpha-Refine: Boosting Tracking Performance by P...	2020-12-12	Code
19	DeAOT-T	0.472	No	Decoupling Features in Hierarchical Propagation ...	2022-10-18	Code
20	AOT-T	0.435	No	Associating Objects with Transformers for Video ...	2021-06-04	Code

#1DAM4SAMSOTA
0.729
EAO· 2024-11-26
A Distractor-Aware Memory for Visual Object Tracking with SAM2 Code
#2MCITrack-L384
0.624
EAO· 2024-12-15
Exploring Enhanced Contextual Information for Video-Level Object Tracking Code
#3SwinB-DeAOT-LSOTA
0.622
EAO· 2022-10-18
Decoupling Features in Hierarchical Propagation for Video Object Segmentation Code
#4MCITrack-B224
0.619
EAO· 2024-12-15
Exploring Enhanced Contextual Information for Video-Level Object Tracking Code
#5R50-DeAOT-L
0.613
EAO· 2022-10-18
Decoupling Features in Hierarchical Propagation for Video Object Segmentation Code
#6ODTrack-L
0.605
EAO· 2024-01-03
ODTrack: Online Dense Temporal Token Learning for Visual Tracking Code
#7DeAOT-S
0.593
EAO· 2022-10-18
Decoupling Features in Hierarchical Propagation for Video Object Segmentation Code
#8DeAOT-L
0.591
EAO· 2022-10-18
Decoupling Features in Hierarchical Propagation for Video Object Segmentation Code
#9SwinB-AOT-LSOTA
0.586
EAO· 2021-06-04
Associating Objects with Transformers for Video Object Segmentation Code
#10ODTrack-B
0.581
EAO· 2024-01-03
ODTrack: Online Dense Temporal Token Learning for Visual Tracking Code
#11AOT-L
0.574
EAO· 2021-06-04
Associating Objects with Transformers for Video Object Segmentation Code
#12DeAOT-B
0.571
EAO· 2022-10-18
Decoupling Features in Hierarchical Propagation for Video Object Segmentation Code
#13R50-AOT-L
0.569
EAO· 2021-06-04
Associating Objects with Transformers for Video Object Segmentation Code
#14MixFormer-L
0.555
EAO· 2022-03-21
MixFormer: End-to-End Tracking with Iterative Mixed Attention Code
#15AOT-B
0.541
EAO· 2021-06-04
Associating Objects with Transformers for Video Object Segmentation Code
#16RPTSOTA
0.53
EAO· 2020-08-08
RPT: Learning Point Set Representation for Siamese Visual Tracking
#17AOT-S
0.512
EAO· 2021-06-04
Associating Objects with Transformers for Video Object Segmentation Code
#18AlphaRef
0.482
EAO· 2020-12-12
Alpha-Refine: Boosting Tracking Performance by Precise Bounding Box Estimation Code
#19DeAOT-T
0.472
EAO· 2022-10-18
Decoupling Features in Hierarchical Propagation for Video Object Segmentation Code
#20AOT-T
0.435
EAO· 2021-06-04
Associating Objects with Transformers for Video Object Segmentation Code