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Computer Vision
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Video Object Segmentation
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MOSE
Video Object Segmentation on MOSE
Metric: J&F (higher is better)
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#
Model
↕
J&F
▼
Extra Data
Paper
Date
↕
Code
1
SAM2
77.9
Yes
SAM 2: Segment Anything in Images and Videos
2024-08-01
Code
2
Cutie+ (base, MEGA)
71.7
No
Putting the Object Back into Video Object Segmen...
2023-10-19
Code
3
Cutie+ (small, MEGA)
70.3
No
Putting the Object Back into Video Object Segmen...
2023-10-19
Code
4
Cutie (base, MEGA)
69.9
No
Putting the Object Back into Video Object Segmen...
2023-10-19
Code
5
Cutie (small, MEGA)
68.6
No
Putting the Object Back into Video Object Segmen...
2023-10-19
Code
6
Cutie
68.3
Yes
Putting the Object Back into Video Object Segmen...
2023-10-19
Code
7
Cutie (base, with mose)
68.3
No
Putting the Object Back into Video Object Segmen...
2023-10-19
Code
8
Cutie (small, with mose)
67.4
No
Putting the Object Back into Video Object Segmen...
2023-10-19
Code
9
DEVA (with OVIS)
66.5
No
Tracking Anything with Decoupled Video Segmentat...
2023-09-07
Code
10
Cutie (base)
64
No
Putting the Object Back into Video Object Segmen...
2023-10-19
Code
11
Cutie (small)
62.2
No
Putting the Object Back into Video Object Segmen...
2023-10-19
Code
12
DEVA (no OVIS)
60
No
Tracking Anything with Decoupled Video Segmentat...
2023-09-07
Code
13
DeAOT
59.4
No
Decoupling Features in Hierarchical Propagation ...
2022-10-18
Code
14
XMem
57.6
No
XMem: Long-Term Video Object Segmentation with a...
2022-07-14
Code
15
AOT
57.2
No
Associating Objects with Transformers for Video ...
2021-06-04
Code
16
SWEM
50.9
No
SWEM: Towards Real-Time Video Object Segmentatio...
2022-08-22
Code
17
STCN
50.8
No
Rethinking Space-Time Networks with Improved Mem...
2021-06-09
Code
18
RDE
48.8
No
Recurrent Dynamic Embedding for Video Object Seg...
2022-05-08
Code