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Computer Vision
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Semi-Supervised Video Object Segmentation
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DAVIS 2017 (test-dev)
Semi-Supervised Video Object Segmentation on DAVIS 2017 (test-dev)
Metric: Jaccard (Recall) (higher is better)
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#
Model
↕
Jaccard (Recall)
▼
Extra Data
Paper
Date
↕
Code
1
STCN
85.5
Yes
Rethinking Space-Time Networks with Improved Mem...
2021-06-09
Code
2
MiVOS
81.2
Yes
Modular Interactive Video Object Segmentation: I...
2021-03-14
Code
3
STM
78
Yes
Video Object Segmentation using Space-Time Memor...
2019-04-01
Code
4
PReMVOS
76.8
No
PReMVOS: Proposal-generation, Refinement and Mer...
2018-07-24
Code
5
MHP-VOS
76
No
MHP-VOS: Multiple Hypotheses Propagation for Vid...
2019-04-17
Code
6
Lucid
74
No
Lucid Data Dreaming for Video Object Segmentation
2017-03-28
Code
7
CINM
73.8
No
CNN in MRF: Video Object Segmentation via Infere...
2018-03-26
-
8
LSMVOS
72.7
No
LSMVOS: Long-Short-Term Similarity Matching for ...
2020-09-02
Code
9
FEELVOS
62.6
No
FEELVOS: Fast End-to-End Embedding Learning for ...
2019-02-25
Code
10
RANet
61.9
No
RANet: Ranking Attention Network for Fast Video ...
2019-08-19
Code
11
OSVOS-S
60.2
No
Video Object Segmentation Without Temporal Infor...
2017-09-18
-
12
RGMP
59
No
-
-
Code
13
RVOS
54.4
No
RVOS: End-to-End Recurrent Network for Video Obj...
2019-03-13
Code
14
OnAVOS
54.3
No
Online Adaptation of Convolutional Neural Networ...
2017-06-28
-
15
CapsuleVOS
54.1
No
CapsuleVOS: Semi-Supervised Video Object Segment...
2019-09-30
Code
16
Siam R-CNN
53.9
No
Siam R-CNN: Visual Tracking by Re-Detection
2019-11-28
Code
17
AGAME
53.2
No
A Generative Appearance Model for End-to-end Vid...
2018-11-28
Code
18
OSVOS
52.1
No
One-Shot Video Object Segmentation
2016-11-16
Code
19
FAVOS
48.1
No
Fast and Accurate Online Video Object Segmentati...
2018-06-06
Code
20
SiamMask
44.5
No
Fast Online Object Tracking and Segmentation: A ...
2018-12-12
Code
21
OSMN
38.9
No
Efficient Video Object Segmentation via Network ...
2018-02-04
Code