Video on DAVIS 2016

Metric: F-measure (Decay) (higher is better)

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#	Model↕	F-measure (Decay)▼	Extra Data	Paper	Date↕	Code
1	OFL	27.2	Yes	-	-	-
2	MuG-W	27.2	No	Learning Video Object Segmentation from Unlabele...	2020-03-10	Code
3	BVS	21.3	No	-	-	-
4	OSVOS	15	No	One-Shot Video Object Segmentation	2016-11-16	Code
5	CINM	14.7	No	CNN in MRF: Video Object Segmentation via Infere...	2018-03-26	-
6	PLM	14.7	No	Pixel-Level Matching for Video Object Segmentati...	2017-08-17	-
7	VPN	14.4	No	Video Propagation Networks	2016-12-16	-
8	FEELVOS	14.1	No	FEELVOS: Fast End-to-End Embedding Learning for ...	2019-02-25	Code
9	CTN	12.9	No	-	-	-
10	OSMN	10.6	No	Efficient Video Object Segmentation via Network ...	2018-02-04	Code
11	SFL	10.4	No	SegFlow: Joint Learning for Video Object Segment...	2017-09-20	Code
12	RGMP	10.1	No	-	-	Code
13	PReMVOS	9.8	No	PReMVOS: Proposal-generation, Refinement and Mer...	2018-07-24	Code
14	AGAME	9.8	No	A Generative Appearance Model for End-to-end Vid...	2018-11-28	Code
15	Lucid	9.7	No	Lucid Data Dreaming for Video Object Segmentation	2017-03-28	Code
16	MHP-VOS	9	No	MHP-VOS: Multiple Hypotheses Propagation for Vid...	2019-04-17	Code
17	MSK	9	No	Learning Video Object Segmentation from Static I...	2016-12-08	Code
18	CRVOS	8.8	No	CRVOS: Clue Refining Network for Video Object Se...	2020-02-10	Code
19	VOSwL	8.6	No	Video Object Segmentation with Language Referrin...	2018-03-21	-
20	RANet+ (online learning)	8.2	No	RANet: Ranking Attention Network for Fast Video ...	2019-08-19	Code
21	OSVOS-S	8.2	No	Video Object Segmentation Without Temporal Infor...	2017-09-18	-
22	PML	7.8	No	Blazingly Fast Video Object Segmentation with Pi...	2018-04-09	-
23	OnAVOS	5.8	No	Online Adaptation of Convolutional Neural Networ...	2017-06-28	-
24	SSM-VOS	5.6	No	-	-	Code
25	FAVOS	5.5	No	Fast and Accurate Online Video Object Segmentati...	2018-06-06	Code
26	MiVOS	5.1	Yes	Modular Interactive Video Object Segmentation: I...	2021-03-14	Code
27	RANet	5.1	No	RANet: Ranking Attention Network for Fast Video ...	2019-08-19	Code
28	LSMVOS	4.9	No	LSMVOS: Long-Short-Term Similarity Matching for ...	2020-09-02	Code
29	Hou et al.	4.9	No	An Efficient 3D CNN for Action/Object Segmentati...	2019-07-21	-
30	STCN	4.3	Yes	Rethinking Space-Time Networks with Improved Mem...	2021-06-09	Code
31	STM	4.2	Yes	Video Object Segmentation using Space-Time Memor...	2019-04-01	Code
32	Siam R-CNN	4	No	Siam R-CNN: Visual Tracking by Re-Detection	2019-11-28	Code
33	SiamMask	2.1	No	Fast Online Object Tracking and Segmentation: A ...	2018-12-12	Code
34	FCP	-1.1	No	-	-	-

#1OFL
27.2
F-measure (Decay)· Extra Data
No paper
#2MuG-WSOTA
27.2
F-measure (Decay)· 2020-03-10
Learning Video Object Segmentation from Unlabeled Videos Code
#3BVS
21.3
F-measure (Decay)
No paper
#4OSVOSSOTA
15
F-measure (Decay)· 2016-11-16
One-Shot Video Object Segmentation Code
#5CINM
14.7
F-measure (Decay)· 2018-03-26
CNN in MRF: Video Object Segmentation via Inference in A CNN-Based Higher-Order Spatio-Temporal MRF
#6PLM
14.7
F-measure (Decay)· 2017-08-17
Pixel-Level Matching for Video Object Segmentation using Convolutional Neural Networks
#7VPN
14.4
F-measure (Decay)· 2016-12-16
Video Propagation Networks
#8FEELVOS
14.1
F-measure (Decay)· 2019-02-25
FEELVOS: Fast End-to-End Embedding Learning for Video Object Segmentation Code
#9CTN
12.9
F-measure (Decay)
No paper
#10OSMN
10.6
F-measure (Decay)· 2018-02-04
Efficient Video Object Segmentation via Network Modulation Code
#11SFL
10.4
F-measure (Decay)· 2017-09-20
SegFlow: Joint Learning for Video Object Segmentation and Optical Flow Code
#12RGMP
10.1
F-measure (Decay)
No paperCode
#13PReMVOS
9.8
F-measure (Decay)· 2018-07-24
PReMVOS: Proposal-generation, Refinement and Merging for Video Object Segmentation Code
#14AGAME
9.8
F-measure (Decay)· 2018-11-28
A Generative Appearance Model for End-to-end Video Object Segmentation Code
#15Lucid
9.7
F-measure (Decay)· 2017-03-28
Lucid Data Dreaming for Video Object Segmentation Code
#16MHP-VOS
9
F-measure (Decay)· 2019-04-17
MHP-VOS: Multiple Hypotheses Propagation for Video Object Segmentation Code
#17MSK
9
F-measure (Decay)· 2016-12-08
Learning Video Object Segmentation from Static Images Code
#18CRVOS
8.8
F-measure (Decay)· 2020-02-10
CRVOS: Clue Refining Network for Video Object Segmentation Code
#19VOSwL
8.6
F-measure (Decay)· 2018-03-21
Video Object Segmentation with Language Referring Expressions
#20RANet+ (online learning)
8.2
F-measure (Decay)· 2019-08-19
RANet: Ranking Attention Network for Fast Video Object Segmentation Code
#21OSVOS-S
8.2
F-measure (Decay)· 2017-09-18
Video Object Segmentation Without Temporal Information
#22PML
7.8
F-measure (Decay)· 2018-04-09
Blazingly Fast Video Object Segmentation with Pixel-Wise Metric Learning
#23OnAVOS
5.8
F-measure (Decay)· 2017-06-28
Online Adaptation of Convolutional Neural Networks for Video Object Segmentation
#24SSM-VOS
5.6
F-measure (Decay)
No paperCode
#25FAVOS
5.5
F-measure (Decay)· 2018-06-06
Fast and Accurate Online Video Object Segmentation via Tracking Parts Code
#26MiVOS
5.1
F-measure (Decay)· Extra Data· 2021-03-14
Modular Interactive Video Object Segmentation: Interaction-to-Mask, Propagation and Difference-Aware Fusion Code
#27RANet
5.1
F-measure (Decay)· 2019-08-19
RANet: Ranking Attention Network for Fast Video Object Segmentation Code
#28LSMVOS
4.9
F-measure (Decay)· 2020-09-02
LSMVOS: Long-Short-Term Similarity Matching for Video Object Code
#29Hou et al.
4.9
F-measure (Decay)· 2019-07-21
An Efficient 3D CNN for Action/Object Segmentation in Video
#30STCN
4.3
F-measure (Decay)· Extra Data· 2021-06-09
Rethinking Space-Time Networks with Improved Memory Coverage for Efficient Video Object Segmentation Code
#31STM
4.2
F-measure (Decay)· Extra Data· 2019-04-01
Video Object Segmentation using Space-Time Memory Networks Code
#32Siam R-CNN
4
F-measure (Decay)· 2019-11-28
Siam R-CNN: Visual Tracking by Re-Detection Code
#33SiamMask
2.1
F-measure (Decay)· 2018-12-12
Fast Online Object Tracking and Segmentation: A Unifying Approach Code
#34FCP
-1.1
F-measure (Decay)
No paper