Video Object Segmentation on YouTube-VOS 2018

Metric: Speed (FPS) (higher is better)

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#	Model↕	Speed (FPS)▼	Extra Data	Paper	Date↕	Code
1	RPCMVOS	78.5	No	Reliable Propagation-Correction Modulation for V...	2021-12-06	Code
2	DeAOT-T	53.4	No	Decoupling Features in Hierarchical Propagation ...	2022-10-18	Code
3	DeAOT-S	38.7	No	Decoupling Features in Hierarchical Propagation ...	2022-10-18	Code
4	R50-AOST (L'=1)	30.9	No	Scalable Video Object Segmentation with Identifi...	2022-03-22	Code
5	DeAOT-B	30.4	No	Decoupling Features in Hierarchical Propagation ...	2022-10-18	Code
6	DeAOT-L	24.7	No	Decoupling Features in Hierarchical Propagation ...	2022-10-18	Code
7	R50-DeAOT-L	22.4	No	Decoupling Features in Hierarchical Propagation ...	2022-10-18	Code
8	R50-AOST (L'=2)	20.2	No	Scalable Video Object Segmentation with Identifi...	2022-03-22	Code
9	Cutie+ (base, MEGA)	17.9	Yes	Putting the Object Back into Video Object Segmen...	2023-10-19	Code
10	R50-AOST (L'=3)	14.9	No	Scalable Video Object Segmentation with Identifi...	2022-03-22	Code
11	SwinB-DeAOT-L	11.9	No	Decoupling Features in Hierarchical Propagation ...	2022-10-18	Code
12	R50-AOTv2-L (all frames)	6.3	No	Scalable Video Object Segmentation with Identifi...	2022-03-22	Code
13	SwinB-AOTv2-L (all frames)	5.1	No	Scalable Video Object Segmentation with Identifi...	2022-03-22	Code
14	SwinB-AOTv2-L (all frames, MS)	0.7	No	Scalable Video Object Segmentation with Identifi...	2022-03-22	Code

#1RPCMVOSSOTA
78.5
Speed (FPS)· 2021-12-06
Reliable Propagation-Correction Modulation for Video Object Segmentation Code
#2DeAOT-T
53.4
Speed (FPS)· 2022-10-18
Decoupling Features in Hierarchical Propagation for Video Object Segmentation Code
#3DeAOT-S
38.7
Speed (FPS)· 2022-10-18
Decoupling Features in Hierarchical Propagation for Video Object Segmentation Code
#4R50-AOST (L'=1)
30.9
Speed (FPS)· 2022-03-22
Scalable Video Object Segmentation with Identification Mechanism Code
#5DeAOT-B
30.4
Speed (FPS)· 2022-10-18
Decoupling Features in Hierarchical Propagation for Video Object Segmentation Code
#6DeAOT-L
24.7
Speed (FPS)· 2022-10-18
Decoupling Features in Hierarchical Propagation for Video Object Segmentation Code
#7R50-DeAOT-L
22.4
Speed (FPS)· 2022-10-18
Decoupling Features in Hierarchical Propagation for Video Object Segmentation Code
#8R50-AOST (L'=2)
20.2
Speed (FPS)· 2022-03-22
Scalable Video Object Segmentation with Identification Mechanism Code
#9Cutie+ (base, MEGA)
17.9
Speed (FPS)· Extra Data· 2023-10-19
Putting the Object Back into Video Object Segmentation Code
#10R50-AOST (L'=3)
14.9
Speed (FPS)· 2022-03-22
Scalable Video Object Segmentation with Identification Mechanism Code
#11SwinB-DeAOT-L
11.9
Speed (FPS)· 2022-10-18
Decoupling Features in Hierarchical Propagation for Video Object Segmentation Code
#12R50-AOTv2-L (all frames)
6.3
Speed (FPS)· 2022-03-22
Scalable Video Object Segmentation with Identification Mechanism Code
#13SwinB-AOTv2-L (all frames)
5.1
Speed (FPS)· 2022-03-22
Scalable Video Object Segmentation with Identification Mechanism Code
#14SwinB-AOTv2-L (all frames, MS)
0.7
Speed (FPS)· 2022-03-22
Scalable Video Object Segmentation with Identification Mechanism Code