Video Object Segmentation on DAVIS 2017 (val)

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

LeaderboardDataset

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#	Model↕	F-measure (Decay)▼	Extra Data	Paper	Date↕	Code
1	STCN	85.3	Yes	Rethinking Space-Time Networks with Improved Mem...	2021-06-09	Code
2	MuG-W	37.4	No	Learning Video Object Segmentation from Unlabele...	2020-03-10	Code
3	RVOS	28.2	No	RVOS: End-to-End Recurrent Network for Video Obj...	2019-03-13	Code
4	OSVOS	27	No	One-Shot Video Object Segmentation	2016-11-16	Code
5	OnAVOS	26.6	No	Online Adaptation of Convolutional Neural Networ...	2017-06-28	-
6	CINM	26.2	No	CNN in MRF: Video Object Segmentation via Infere...	2018-03-26	-
7	VOSwL	24.5	No	Video Object Segmentation with Language Referrin...	2018-03-21	-
8	OSMN	24.3	No	Efficient Video Object Segmentation via Network ...	2018-02-04	Code
9	SiamMask	20.9	No	Fast Online Object Tracking and Segmentation: A ...	2018-12-12	Code
10	RANet	19.7	No	RANet: Ranking Attention Network for Fast Video ...	2019-08-19	Code
11	RGMP	19.6	No	-	-	Code
12	PReMVOS	19.5	No	PReMVOS: Proposal-generation, Refinement and Mer...	2018-07-24	Code
13	MHP-VOS	19.1	No	MHP-VOS: Multiple Hypotheses Propagation for Vid...	2019-04-17	Code
14	OSVOS-S	18.5	No	Video Object Segmentation Without Temporal Infor...	2017-09-18	-
15	FAVOS	18	No	Fast and Accurate Online Video Object Segmentati...	2018-06-06	Code
16	Siam R-CNN	16.2	No	Siam R-CNN: Visual Tracking by Re-Detection	2019-11-28	Code
17	AGAME	15.8	No	A Generative Appearance Model for End-to-end Vid...	2018-11-28	Code
18	LSMVOS	15.7	No	LSMVOS: Long-Short-Term Similarity Matching for ...	2020-09-02	Code
19	AFB-URR	15.5	No	Video Object Segmentation with Adaptive Feature ...	2020-10-15	Code
20	SSM-VOS	15.3	No	-	-	Code
21	STM	10.5	Yes	Video Object Segmentation using Space-Time Memor...	2019-04-01	Code
22	MiVOS	8.2	Yes	Modular Interactive Video Object Segmentation: I...	2021-03-14	Code

#1STCNSOTA
85.3
F-measure (Decay)· Extra Data· 2021-06-09
Rethinking Space-Time Networks with Improved Memory Coverage for Efficient Video Object Segmentation Code
#2MuG-WSOTA
37.4
F-measure (Decay)· 2020-03-10
Learning Video Object Segmentation from Unlabeled Videos Code
#3RVOSSOTA
28.2
F-measure (Decay)· 2019-03-13
RVOS: End-to-End Recurrent Network for Video Object Segmentation Code
#4OSVOSSOTA
27
F-measure (Decay)· 2016-11-16
One-Shot Video Object Segmentation Code
#5OnAVOS
26.6
F-measure (Decay)· 2017-06-28
Online Adaptation of Convolutional Neural Networks for Video Object Segmentation
#6CINM
26.2
F-measure (Decay)· 2018-03-26
CNN in MRF: Video Object Segmentation via Inference in A CNN-Based Higher-Order Spatio-Temporal MRF
#7VOSwL
24.5
F-measure (Decay)· 2018-03-21
Video Object Segmentation with Language Referring Expressions
#8OSMN
24.3
F-measure (Decay)· 2018-02-04
Efficient Video Object Segmentation via Network Modulation Code
#9SiamMask
20.9
F-measure (Decay)· 2018-12-12
Fast Online Object Tracking and Segmentation: A Unifying Approach Code
#10RANet
19.7
F-measure (Decay)· 2019-08-19
RANet: Ranking Attention Network for Fast Video Object Segmentation Code
#11RGMP
19.6
F-measure (Decay)
No paperCode
#12PReMVOS
19.5
F-measure (Decay)· 2018-07-24
PReMVOS: Proposal-generation, Refinement and Merging for Video Object Segmentation Code
#13MHP-VOS
19.1
F-measure (Decay)· 2019-04-17
MHP-VOS: Multiple Hypotheses Propagation for Video Object Segmentation Code
#14OSVOS-S
18.5
F-measure (Decay)· 2017-09-18
Video Object Segmentation Without Temporal Information
#15FAVOS
18
F-measure (Decay)· 2018-06-06
Fast and Accurate Online Video Object Segmentation via Tracking Parts Code
#16Siam R-CNN
16.2
F-measure (Decay)· 2019-11-28
Siam R-CNN: Visual Tracking by Re-Detection Code
#17AGAME
15.8
F-measure (Decay)· 2018-11-28
A Generative Appearance Model for End-to-end Video Object Segmentation Code
#18LSMVOS
15.7
F-measure (Decay)· 2020-09-02
LSMVOS: Long-Short-Term Similarity Matching for Video Object Code
#19AFB-URR
15.5
F-measure (Decay)· 2020-10-15
Video Object Segmentation with Adaptive Feature Bank and Uncertain-Region Refinement Code
#20SSM-VOS
15.3
F-measure (Decay)
No paperCode
#21STM
10.5
F-measure (Decay)· Extra Data· 2019-04-01
Video Object Segmentation using Space-Time Memory Networks Code
#22MiVOS
8.2
F-measure (Decay)· Extra Data· 2021-03-14
Modular Interactive Video Object Segmentation: Interaction-to-Mask, Propagation and Difference-Aware Fusion Code