Video on DAVIS 2017 (val)

Metric: Params(M) (higher is better)

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#	Model↕	Params(M)▼	Extra Data	Paper	Date↕	Code
1	SAM2	224.4	Yes	SAM 2: Segment Anything in Images and Videos	2024-08-01	Code
2	SwinB-DeAOT-L	70.3	No	Decoupling Features in Hierarchical Propagation ...	2022-10-18	Code
3	SwinB-AOTv2-L (MS)	65.6	No	Scalable Video Object Segmentation with Identifi...	2022-03-22	Code
4	SwinB-AOST (L'=3, MS)	65.6	No	Scalable Video Object Segmentation with Identifi...	2022-03-22	Code
5	SwinB-AOTv2-L	65.6	No	Scalable Video Object Segmentation with Identifi...	2022-03-22	Code
6	SwinB-AOT-L	65.4	No	Associating Objects with Transformers for Video ...	2021-06-04	Code
7	Cutie (base)	36.4	No	Putting the Object Back into Video Object Segmen...	2023-10-19	Code
8	R50-DeAOT-L	19.8	No	Decoupling Features in Hierarchical Propagation ...	2022-10-18	Code
9	Cutie+ (base)	17.9	Yes	Putting the Object Back into Video Object Segmen...	2023-10-19	Code
10	R50-AOST (L'=3)	15.4	No	Scalable Video Object Segmentation with Identifi...	2022-03-22	Code
11	R50-AOT-L	14.9	No	Associating Objects with Transformers for Video ...	2021-06-04	Code
12	R50-AOST (L'=2)	13.9	No	Scalable Video Object Segmentation with Identifi...	2022-03-22	Code
13	DeAOT-L	13.2	No	Decoupling Features in Hierarchical Propagation ...	2022-10-18	Code
14	DeAOT-B	13.2	No	Decoupling Features in Hierarchical Propagation ...	2022-10-18	Code
15	R50-AOST (L'=1)	12.5	No	Scalable Video Object Segmentation with Identifi...	2022-03-22	Code
16	DeAOT-S	10.2	No	Decoupling Features in Hierarchical Propagation ...	2022-10-18	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	MobileVOS (BL30K)	8.1	Yes	MobileVOS: Real-Time Video Object Segmentation C...	2023-03-14	-
20	MobileVOS	8.1	No	MobileVOS: Real-Time Video Object Segmentation C...	2023-03-14	-
21	DeAOT-T	7.2	No	Decoupling Features in Hierarchical Propagation ...	2022-10-18	Code
22	AOT-S	7	No	Associating Objects with Transformers for Video ...	2021-06-04	Code
23	AOT-T	5.7	No	Associating Objects with Transformers for Video ...	2021-06-04	Code

#1SAM2SOTA
224.4
Params(M)· Extra Data· 2024-08-01
SAM 2: Segment Anything in Images and Videos Code
#2SwinB-DeAOT-LSOTA
70.3
Params(M)· 2022-10-18
Decoupling Features in Hierarchical Propagation for Video Object Segmentation Code
#3SwinB-AOTv2-L (MS)SOTA
65.6
Params(M)· 2022-03-22
Scalable Video Object Segmentation with Identification Mechanism Code
#4SwinB-AOST (L'=3, MS)
65.6
Params(M)· 2022-03-22
Scalable Video Object Segmentation with Identification Mechanism Code
#5SwinB-AOTv2-L
65.6
Params(M)· 2022-03-22
Scalable Video Object Segmentation with Identification Mechanism Code
#6SwinB-AOT-LSOTA
65.4
Params(M)· 2021-06-04
Associating Objects with Transformers for Video Object Segmentation Code
#7Cutie (base)
36.4
Params(M)· 2023-10-19
Putting the Object Back into Video Object Segmentation Code
#8R50-DeAOT-L
19.8
Params(M)· 2022-10-18
Decoupling Features in Hierarchical Propagation for Video Object Segmentation Code
#9Cutie+ (base)
17.9
Params(M)· Extra Data· 2023-10-19
Putting the Object Back into Video Object Segmentation Code
#10R50-AOST (L'=3)
15.4
Params(M)· 2022-03-22
Scalable Video Object Segmentation with Identification Mechanism Code
#11R50-AOT-L
14.9
Params(M)· 2021-06-04
Associating Objects with Transformers for Video Object Segmentation Code
#12R50-AOST (L'=2)
13.9
Params(M)· 2022-03-22
Scalable Video Object Segmentation with Identification Mechanism Code
#13DeAOT-L
13.2
Params(M)· 2022-10-18
Decoupling Features in Hierarchical Propagation for Video Object Segmentation Code
#14DeAOT-B
13.2
Params(M)· 2022-10-18
Decoupling Features in Hierarchical Propagation for Video Object Segmentation Code
#15R50-AOST (L'=1)
12.5
Params(M)· 2022-03-22
Scalable Video Object Segmentation with Identification Mechanism Code
#16DeAOT-S
10.2
Params(M)· 2022-10-18
Decoupling Features in Hierarchical Propagation 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
#19MobileVOS (BL30K)
8.1
Params(M)· Extra Data· 2023-03-14
MobileVOS: Real-Time Video Object Segmentation Contrastive Learning meets Knowledge Distillation
#20MobileVOS
8.1
Params(M)· 2023-03-14
MobileVOS: Real-Time Video Object Segmentation Contrastive Learning meets Knowledge Distillation
#21DeAOT-T
7.2
Params(M)· 2022-10-18
Decoupling Features in Hierarchical Propagation for Video Object Segmentation Code
#22AOT-S
7
Params(M)· 2021-06-04
Associating Objects with Transformers for Video Object Segmentation Code
#23AOT-T
5.7
Params(M)· 2021-06-04
Associating Objects with Transformers for Video Object Segmentation Code