← Semi-Supervised Video Object Segmentation
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DAVIS 2017 (test-dev)

아카이브 평가 59건 · 마지막 적재/변경

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원본 기록 순서 · 순위 미부여
모델원본 지표·값논문구현
DeAOT-B
J&F
76.2
Jaccard (Mean)
72.5
F-measure (Mean)
79.9
FPS
40.9
Decoupling Features in Hierarchical Propagation for Video Object Segmentation
2022-10-18
코드 1 · 코드 2
AOT-B
J&F
75.5
Jaccard (Mean)
71.6
F-measure (Mean)
79.3
FPS
29.6
Associating Objects with Transformers for Video Object Segmentation
2021-06-04
코드 1 · 코드 2
DeAOT-S
J&F
75.4
Jaccard (Mean)
71.9
F-measure (Mean)
79.0
FPS
49.2
Decoupling Features in Hierarchical Propagation for Video Object Segmentation
2022-10-18
코드 1 · 코드 2
RMNet
J&F
75.0
Jaccard (Mean)
71.9
F-measure (Mean)
78.1
Efficient Regional Memory Network for Video Object Segmentation
2021-03-24
코드 1
CFBI
J&F
74.8
Jaccard (Mean)
71.1
F-measure (Mean)
78.5
Collaborative Video Object Segmentation by Foreground-Background Integration
2020-03-18
코드 1 · 코드 2
AOT-S
J&F
73.9
Jaccard (Mean)
70.3
F-measure (Mean)
77.5
FPS
40.0
Associating Objects with Transformers for Video Object Segmentation
2021-06-04
코드 1 · 코드 2
DeAOT-T
J&F
73.7
Jaccard (Mean)
70.0
F-measure (Mean)
77.3
FPS
63.5
Decoupling Features in Hierarchical Propagation for Video Object Segmentation
2022-10-18
코드 1 · 코드 2
STM
J&F
72.2
Jaccard (Mean)
69.3
Jaccard (Recall)
78.0
Jaccard (Decay)
16.9
F-measure (Mean)
75.2
F-measure (Recall)
83.0
F-measure (Decay)
17.5
Video Object Segmentation using Space-Time Memory Networks
2019-04-01
코드 1 · 코드 2 · 코드 3
AOT-T
J&F
72.0
Jaccard (Mean)
68.3
F-measure (Mean)
75.7
FPS
51.4
Associating Objects with Transformers for Video Object Segmentation
2021-06-04
코드 1 · 코드 2
PReMVOS
J&F
71.6
Jaccard (Mean)
67.5
Jaccard (Recall)
76.8
Jaccard (Decay)
21.7
F-measure (Mean)
75.8
F-measure (Recall)
84.3
F-measure (Decay)
20.6
PReMVOS: Proposal-generation, Refinement and Merging for Video Object Segmentation
2018-07-24
코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5
MHP-VOS
J&F
69.5
Jaccard (Mean)
66.4
Jaccard (Recall)
76.0
Jaccard (Decay)
18.0
F-measure (Mean)
72.7
F-measure (Recall)
82.3
F-measure (Decay)
19.1
MHP-VOS: Multiple Hypotheses Propagation for Video Object Segmentation
2019-04-17
코드 1
CINM
J&F
67.5
Jaccard (Mean)
64.5
Jaccard (Recall)
73.8
Jaccard (Decay)
20.0
F-measure (Mean)
70.5
F-measure (Recall)
79.6
F-measure (Decay)
20.0
CNN in MRF: Video Object Segmentation via Inference in A CNN-Based Higher-Order Spatio-Temporal MRF
2018-03-26
연결 없음
LSMVOS
J&F
67.4
Jaccard (Mean)
63.7
Jaccard (Recall)
72.7
Jaccard (Decay)
16.9
F-measure (Mean)
71.2
F-measure (Recall)
81.4
F-measure (Decay)
16.5
LSMVOS: Long-Short-Term Similarity Matching for Video Object
2020-09-02
코드 1
Lucid
J&F
66.6
Jaccard (Mean)
63.4
Jaccard (Recall)
74.0
Jaccard (Decay)
19.5
F-measure (Mean)
69.9
F-measure (Recall)
80.1
F-measure (Decay)
19.5
Lucid Data Dreaming for Video Object Segmentation
2017-03-28
코드 1 · 코드 2 · 코드 3 · 코드 4
e-OSVOS
J&F
64.8
Jaccard (Mean)
60.9
Jaccard (Decay)
22.1
F-measure (Mean)
68.6
Make One-Shot Video Object Segmentation Efficient Again
2020-12-03
코드 1 · 코드 2 · 코드 3 · 코드 4
SSM-VOS
J&F
62.0
Jaccard (Mean)
60.2
Jaccard (Decay)
23.5
F-measure (Mean)
63.8
F-measure (Decay)
25.3
Separable Structure Modeling for Semi-supervised Video Object Segmentation
2021-02-18
코드 1
FEELVOS
J&F
57.8
Jaccard (Mean)
55.1
Jaccard (Recall)
62.6
Jaccard (Decay)
29.8
F-measure (Mean)
60.9
F-measure (Recall)
68.5
F-measure (Decay)
33.5
FEELVOS: Fast End-to-End Embedding Learning for Video Object Segmentation
2019-02-25
코드 1 · 코드 2 · 코드 3
OSVOS-S
J&F
57.5
Jaccard (Mean)
52.9
Jaccard (Recall)
60.2
Jaccard (Decay)
24.1
F-measure (Mean)
62.1
F-measure (Recall)
70.5
F-measure (Decay)
21.9
Video Object Segmentation Without Temporal Information
2017-09-18
연결 없음
RANet
J&F
55.4
Jaccard (Mean)
53.4
Jaccard (Recall)
61.9
Jaccard (Decay)
21.9
F-measure (Mean)
57.3
F-measure (Recall)
67.7
F-measure (Decay)
22.1
RANet: Ranking Attention Network for Fast Video Object Segmentation
2019-08-19
코드 1 · 코드 2
Siam R-CNN
J&F
53.3
Jaccard (Mean)
48.0
Jaccard (Recall)
53.9
Jaccard (Decay)
21.8
F-measure (Mean)
58.6
F-measure (Recall)
62.3
F-measure (Decay)
20.2
Siam R-CNN: Visual Tracking by Re-Detection
2019-11-28
코드 1
RGMP
J&F
52.8
Jaccard (Mean)
51.3
Jaccard (Recall)
59.0
Jaccard (Decay)
34.3
F-measure (Mean)
54.4
F-measure (Recall)
61.9
F-measure (Decay)
37.2
Fast Video Object Segmentation by Reference-Guided Mask Propagation
2018-06-01
코드 1 · 코드 2
OnAVOS
J&F
52.8
Jaccard (Mean)
49.9
Jaccard (Recall)
54.3
Jaccard (Decay)
23.0
F-measure (Recall)
60.3
F-measure (Decay)
23.4
Online Adaptation of Convolutional Neural Networks for Video Object Segmentation
2017-06-28
연결 없음
AGAME
J&F
52.3
Jaccard (Mean)
49.2
Jaccard (Recall)
53.2
Jaccard (Decay)
28.9
F-measure (Mean)
55.3
F-measure (Recall)
61.1
F-measure (Decay)
27.6
A Generative Appearance Model for End-to-end Video Object Segmentation
2018-11-28
코드 1
CapsuleVOS
J&F
51.3
Jaccard (Mean)
47.4
Jaccard (Recall)
54.1
F-measure (Mean)
55.2
F-measure (Recall)
64.6
CapsuleVOS: Semi-Supervised Video Object Segmentation Using Capsule Routing
2019-09-30
코드 1
OSVOS
J&F
50.9
Jaccard (Mean)
47.0
Jaccard (Recall)
52.1
Jaccard (Decay)
19.2
F-measure (Recall)
59.7
F-measure (Decay)
19.8
One-Shot Video Object Segmentation
2016-11-16
코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5 · 코드 6 · 코드 7 · 코드 8
RVOS
J&F
50.3
Jaccard (Mean)
47.9
Jaccard (Recall)
54.4
Jaccard (Decay)
35.7
F-measure (Mean)
52.6
F-measure (Recall)
61.7
F-measure (Decay)
36.7
RVOS: End-to-End Recurrent Network for Video Object Segmentation
2019-03-13
코드 1
FAVOS
J&F
43.6
Jaccard (Mean)
42.9
Jaccard (Recall)
48.1
Jaccard (Decay)
18.1
F-measure (Mean)
44.2
F-measure (Recall)
51.1
F-measure (Decay)
19.8
Fast and Accurate Online Video Object Segmentation via Tracking Parts
2018-06-06
코드 1 · 코드 2
SiamMask
J&F
43.2
Jaccard (Mean)
40.6
Jaccard (Recall)
44.5
Jaccard (Decay)
21.9
F-measure (Mean)
45.8
F-measure (Recall)
45.3
F-measure (Decay)
22.4
Fast Online Object Tracking and Segmentation: A Unifying Approach
2018-12-12
코드 1 · 코드 2 · 코드 3
OSMN
J&F
41.3
Jaccard (Mean)
37.7
Jaccard (Recall)
38.9
Jaccard (Decay)
19.0
F-measure (Recall)
47.4
F-measure (Decay)
17.4
Efficient Video Object Segmentation via Network Modulation
2018-02-04
코드 1