Semi-Supervised Video Object Segmentation on MOSE

Metric: J (higher is better)

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Results

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#	Model↕	J▼	Extra Data	Paper	Date↕	Code
1	Cutie+ (base, MEGA)	67.6	No	Putting the Object Back into Video Object Segmen...	2023-10-19	Code
2	Cutie+ (small, MEGA)	66	No	Putting the Object Back into Video Object Segmen...	2023-10-19	Code
3	Cutie (base, MEGA)	65.8	No	Putting the Object Back into Video Object Segmen...	2023-10-19	Code
4	Cutie (small, MEGA)	64.3	No	Putting the Object Back into Video Object Segmen...	2023-10-19	Code
5	Cutie (base, with mose)	64.2	No	Putting the Object Back into Video Object Segmen...	2023-10-19	Code
6	Cutie (small, with mose)	63.1	No	Putting the Object Back into Video Object Segmen...	2023-10-19	Code
7	DEVA (with OVIS)	62.3	No	Tracking Anything with Decoupled Video Segmentat...	2023-09-07	Code
8	Cutie (base)	60	No	Putting the Object Back into Video Object Segmen...	2023-10-19	Code
9	Cutie (small)	58.2	No	Putting the Object Back into Video Object Segmen...	2023-10-19	Code
10	DEVA (no OVIS)	55.8	No	Tracking Anything with Decoupled Video Segmentat...	2023-09-07	Code
11	DeAOT	55.1	No	Decoupling Features in Hierarchical Propagation ...	2022-10-18	Code
12	XMem	53.3	No	XMem: Long-Term Video Object Segmentation with a...	2022-07-14	Code
13	AOT	53.1	No	Associating Objects with Transformers for Video ...	2021-06-04	Code
14	SWEM	46.8	No	SWEM: Towards Real-Time Video Object Segmentatio...	2022-08-22	Code
15	STCN	46.6	No	Rethinking Space-Time Networks with Improved Mem...	2021-06-09	Code
16	RDE	44.6	No	Recurrent Dynamic Embedding for Video Object Seg...	2022-05-08	Code

#1Cutie+ (base, MEGA)SOTA
67.6
J· 2023-10-19
Putting the Object Back into Video Object Segmentation Code
#2Cutie+ (small, MEGA)
66
J· 2023-10-19
Putting the Object Back into Video Object Segmentation Code
#3Cutie (base, MEGA)
65.8
J· 2023-10-19
Putting the Object Back into Video Object Segmentation Code
#4Cutie (small, MEGA)
64.3
J· 2023-10-19
Putting the Object Back into Video Object Segmentation Code
#5Cutie (base, with mose)
64.2
J· 2023-10-19
Putting the Object Back into Video Object Segmentation Code
#6Cutie (small, with mose)
63.1
J· 2023-10-19
Putting the Object Back into Video Object Segmentation Code
#7DEVA (with OVIS)SOTA
62.3
J· 2023-09-07
Tracking Anything with Decoupled Video Segmentation Code
#8Cutie (base)
60
J· 2023-10-19
Putting the Object Back into Video Object Segmentation Code
#9Cutie (small)
58.2
J· 2023-10-19
Putting the Object Back into Video Object Segmentation Code
#10DEVA (no OVIS)
55.8
J· 2023-09-07
Tracking Anything with Decoupled Video Segmentation Code
#11DeAOTSOTA
55.1
J· 2022-10-18
Decoupling Features in Hierarchical Propagation for Video Object Segmentation Code
#12XMemSOTA
53.3
J· 2022-07-14
XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model Code
#13AOTSOTA
53.1
J· 2021-06-04
Associating Objects with Transformers for Video Object Segmentation Code
#14SWEM
46.8
J· 2022-08-22
SWEM: Towards Real-Time Video Object Segmentation with Sequential Weighted Expectation-Maximization Code
#15STCN
46.6
J· 2021-06-09
Rethinking Space-Time Networks with Improved Memory Coverage for Efficient Video Object Segmentation Code
#16RDE
44.6
J· 2022-05-08
Recurrent Dynamic Embedding for Video Object Segmentation Code