Semi-Supervised Video Object Segmentation on YouTube-VOS 2018

Metric: Params(M) (higher is better)

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#	Model↕	Params(M)▼	Extra Data	Paper	Date↕	Code
1	SwinB-DeAOT-L	70.3	No	Decoupling Features in Hierarchical Propagation ...	2022-10-18	Code
2	CFBI	66.3	No	Collaborative Video Object Segmentation by Foreg...	2020-03-18	Code
3	SwinB-AOTv2-L (all frames, MS)	65.6	No	Scalable Video Object Segmentation with Identifi...	2022-03-22	Code
4	SwinB-AOT-L (all frames)	65.4	No	Associating Objects with Transformers for Video ...	2021-06-04	Code
5	SwinB-AOT-L	65.4	No	Associating Objects with Transformers for Video ...	2021-06-04	Code
6	R50-DeAOT-L	19.8	No	Decoupling Features in Hierarchical Propagation ...	2022-10-18	Code
7	R50-AOST (L'=3)	15.4	No	Scalable Video Object Segmentation with Identifi...	2022-03-22	Code
8	R50-AOTv2-L (all frames)	15.1	No	Scalable Video Object Segmentation with Identifi...	2022-03-22	Code
9	R50-AOT-L (all frames)	14.9	No	Associating Objects with Transformers for Video ...	2021-06-04	Code
10	R50-AOT-L	14.9	No	Associating Objects with Transformers for Video ...	2021-06-04	Code
11	R50-AOST (L'=2)	13.9	No	Scalable Video Object Segmentation with Identifi...	2022-03-22	Code
12	DeAOT-B	13.2	No	Decoupling Features in Hierarchical Propagation ...	2022-10-18	Code
13	R50-AOST (L'=1)	12.5	No	Scalable Video Object Segmentation with Identifi...	2022-03-22	Code
14	DeAOT-S	10.2	No	Decoupling Features in Hierarchical Propagation ...	2022-10-18	Code
15	AOT-L (all frames)	8.3	No	Associating Objects with Transformers for Video ...	2021-06-04	Code
16	AOT-B (all frames)	8.3	No	Associating Objects with Transformers for Video ...	2021-06-04	Code
17	AOT-L	8.3	No	Associating Objects with Transformers for Video ...	2021-06-04	Code
18	AOT-B	8.3	No	Associating Objects with Transformers for Video ...	2021-06-04	Code
19	AOT-S (all frames)	7.9	No	Associating Objects with Transformers for Video ...	2021-06-04	Code
20	AOT-S	7.9	No	Associating Objects with Transformers for Video ...	2021-06-04	Code
21	DeAOT-T	7.2	No	Decoupling Features in Hierarchical Propagation ...	2022-10-18	Code
22	AOT-T (all frames)	5.3	No	Associating Objects with Transformers for Video ...	2021-06-04	Code
23	AOT-T	5.3	No	Associating Objects with Transformers for Video ...	2021-06-04	Code

#1SwinB-DeAOT-LSOTA
70.3
Params(M)· 2022-10-18
Decoupling Features in Hierarchical Propagation for Video Object Segmentation Code
#2CFBISOTA
66.3
Params(M)· 2020-03-18
Collaborative Video Object Segmentation by Foreground-Background Integration Code
#3SwinB-AOTv2-L (all frames, MS)
65.6
Params(M)· 2022-03-22
Scalable Video Object Segmentation with Identification Mechanism Code
#4SwinB-AOT-L (all frames)
65.4
Params(M)· 2021-06-04
Associating Objects with Transformers for Video Object Segmentation Code
#5SwinB-AOT-L
65.4
Params(M)· 2021-06-04
Associating Objects with Transformers for Video Object Segmentation Code
#6R50-DeAOT-L
19.8
Params(M)· 2022-10-18
Decoupling Features in Hierarchical Propagation for Video Object Segmentation Code
#7R50-AOST (L'=3)
15.4
Params(M)· 2022-03-22
Scalable Video Object Segmentation with Identification Mechanism Code
#8R50-AOTv2-L (all frames)
15.1
Params(M)· 2022-03-22
Scalable Video Object Segmentation with Identification Mechanism Code
#9R50-AOT-L (all frames)
14.9
Params(M)· 2021-06-04
Associating Objects with Transformers for Video Object Segmentation Code
#10R50-AOT-L
14.9
Params(M)· 2021-06-04
Associating Objects with Transformers for Video Object Segmentation Code
#11R50-AOST (L'=2)
13.9
Params(M)· 2022-03-22
Scalable Video Object Segmentation with Identification Mechanism Code
#12DeAOT-B
13.2
Params(M)· 2022-10-18
Decoupling Features in Hierarchical Propagation for Video Object Segmentation Code
#13R50-AOST (L'=1)
12.5
Params(M)· 2022-03-22
Scalable Video Object Segmentation with Identification Mechanism Code
#14DeAOT-S
10.2
Params(M)· 2022-10-18
Decoupling Features in Hierarchical Propagation for Video Object Segmentation Code
#15AOT-L (all frames)
8.3
Params(M)· 2021-06-04
Associating Objects with Transformers for Video Object Segmentation Code
#16AOT-B (all frames)
8.3
Params(M)· 2021-06-04
Associating Objects with Transformers for Video Object Segmentation Code
#17AOT-L
8.3
Params(M)· 2021-06-04
Associating Objects with Transformers for Video Object Segmentation Code
#18AOT-B
8.3
Params(M)· 2021-06-04
Associating Objects with Transformers for Video Object Segmentation Code
#19AOT-S (all frames)
7.9
Params(M)· 2021-06-04
Associating Objects with Transformers for Video Object Segmentation Code
#20AOT-S
7.9
Params(M)· 2021-06-04
Associating Objects with Transformers for Video Object Segmentation Code
#21DeAOT-T
7.2
Params(M)· 2022-10-18
Decoupling Features in Hierarchical Propagation for Video Object Segmentation Code
#22AOT-T (all frames)
5.3
Params(M)· 2021-06-04
Associating Objects with Transformers for Video Object Segmentation Code
#23AOT-T
5.3
Params(M)· 2021-06-04
Associating Objects with Transformers for Video Object Segmentation Code