Video on DAVIS 2017 (test-dev)

Metric: Jaccard (Decay) (higher is better)

LeaderboardDataset

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#	Model↕	Jaccard (Decay)▼	Extra Data	Paper	Date↕	Code
1	RVOS	35.7	No	RVOS: End-to-End Recurrent Network for Video Obj...	2019-03-13	Code
2	RGMP	34.3	No	-	-	Code
3	FEELVOS	29.8	No	FEELVOS: Fast End-to-End Embedding Learning for ...	2019-02-25	Code
4	AGAME	28.9	No	A Generative Appearance Model for End-to-end Vid...	2018-11-28	Code
5	OSVOS-S	24.1	No	Video Object Segmentation Without Temporal Infor...	2017-09-18	-
6	SSM-VOS	23.5	No	-	-	Code
7	OnAVOS	23	No	Online Adaptation of Convolutional Neural Networ...	2017-06-28	-
8	e-OSVOS	22.1	No	Make One-Shot Video Object Segmentation Efficien...	2020-12-03	Code
9	RANet	21.9	No	RANet: Ranking Attention Network for Fast Video ...	2019-08-19	Code
10	SiamMask	21.9	No	Fast Online Object Tracking and Segmentation: A ...	2018-12-12	Code
11	Siam R-CNN	21.8	No	Siam R-CNN: Visual Tracking by Re-Detection	2019-11-28	Code
12	PReMVOS	21.7	No	PReMVOS: Proposal-generation, Refinement and Mer...	2018-07-24	Code
13	CINM	20	No	CNN in MRF: Video Object Segmentation via Infere...	2018-03-26	-
14	Lucid	19.5	No	Lucid Data Dreaming for Video Object Segmentation	2017-03-28	Code
15	OSVOS	19.2	No	One-Shot Video Object Segmentation	2016-11-16	Code
16	OSMN	19	No	Efficient Video Object Segmentation via Network ...	2018-02-04	Code
17	FAVOS	18.1	No	Fast and Accurate Online Video Object Segmentati...	2018-06-06	Code
18	MHP-VOS	18	No	MHP-VOS: Multiple Hypotheses Propagation for Vid...	2019-04-17	Code
19	STM	16.9	Yes	Video Object Segmentation using Space-Time Memor...	2019-04-01	Code
20	LSMVOS	16.9	No	LSMVOS: Long-Short-Term Similarity Matching for ...	2020-09-02	Code
21	MiVOS	14.9	Yes	Modular Interactive Video Object Segmentation: I...	2021-03-14	Code
22	STCN	10.5	Yes	Rethinking Space-Time Networks with Improved Mem...	2021-06-09	Code
23	PDB	4	No	-	-	-
24	UnOVSOT	3.5	No	UnOVOST: Unsupervised Offline Video Object Segme...	2020-01-15	Code
25	AGS	2.6	No	-	-	Code
26	RVOS	1.6	No	RVOS: End-to-End Recurrent Network for Video Obj...	2019-03-13	Code
27	MuG-W	-2.7	No	Learning Video Object Segmentation from Unlabele...	2020-03-10	Code

#1RVOSSOTA
35.7
Jaccard (Decay)· 2019-03-13
RVOS: End-to-End Recurrent Network for Video Object Segmentation Code
#2RGMP
34.3
Jaccard (Decay)
No paperCode
#3FEELVOSSOTA
29.8
Jaccard (Decay)· 2019-02-25
FEELVOS: Fast End-to-End Embedding Learning for Video Object Segmentation Code
#4AGAMESOTA
28.9
Jaccard (Decay)· 2018-11-28
A Generative Appearance Model for End-to-end Video Object Segmentation Code
#5OSVOS-SSOTA
24.1
Jaccard (Decay)· 2017-09-18
Video Object Segmentation Without Temporal Information
#6SSM-VOS
23.5
Jaccard (Decay)
No paperCode
#7OnAVOSSOTA
23
Jaccard (Decay)· 2017-06-28
Online Adaptation of Convolutional Neural Networks for Video Object Segmentation
#8e-OSVOS
22.1
Jaccard (Decay)· 2020-12-03
Make One-Shot Video Object Segmentation Efficient Again Code
#9RANet
21.9
Jaccard (Decay)· 2019-08-19
RANet: Ranking Attention Network for Fast Video Object Segmentation Code
#10SiamMask
21.9
Jaccard (Decay)· 2018-12-12
Fast Online Object Tracking and Segmentation: A Unifying Approach Code
#11Siam R-CNN
21.8
Jaccard (Decay)· 2019-11-28
Siam R-CNN: Visual Tracking by Re-Detection Code
#12PReMVOS
21.7
Jaccard (Decay)· 2018-07-24
PReMVOS: Proposal-generation, Refinement and Merging for Video Object Segmentation Code
#13CINM
20
Jaccard (Decay)· 2018-03-26
CNN in MRF: Video Object Segmentation via Inference in A CNN-Based Higher-Order Spatio-Temporal MRF
#14LucidSOTA
19.5
Jaccard (Decay)· 2017-03-28
Lucid Data Dreaming for Video Object Segmentation Code
#15OSVOSSOTA
19.2
Jaccard (Decay)· 2016-11-16
One-Shot Video Object Segmentation Code
#16OSMN
19
Jaccard (Decay)· 2018-02-04
Efficient Video Object Segmentation via Network Modulation Code
#17FAVOS
18.1
Jaccard (Decay)· 2018-06-06
Fast and Accurate Online Video Object Segmentation via Tracking Parts Code
#18MHP-VOS
18
Jaccard (Decay)· 2019-04-17
MHP-VOS: Multiple Hypotheses Propagation for Video Object Segmentation Code
#19STM
16.9
Jaccard (Decay)· Extra Data· 2019-04-01
Video Object Segmentation using Space-Time Memory Networks Code
#20LSMVOS
16.9
Jaccard (Decay)· 2020-09-02
LSMVOS: Long-Short-Term Similarity Matching for Video Object Code
#21MiVOS
14.9
Jaccard (Decay)· Extra Data· 2021-03-14
Modular Interactive Video Object Segmentation: Interaction-to-Mask, Propagation and Difference-Aware Fusion Code
#22STCN
10.5
Jaccard (Decay)· Extra Data· 2021-06-09
Rethinking Space-Time Networks with Improved Memory Coverage for Efficient Video Object Segmentation Code
#23PDB
4
Jaccard (Decay)
No paper
#24UnOVSOT
3.5
Jaccard (Decay)· 2020-01-15
UnOVOST: Unsupervised Offline Video Object Segmentation and Tracking Code
#25AGS
2.6
Jaccard (Decay)
No paperCode
#26RVOS
1.6
Jaccard (Decay)· 2019-03-13
RVOS: End-to-End Recurrent Network for Video Object Segmentation Code
#27MuG-W
-2.7
Jaccard (Decay)· 2020-03-10
Learning Video Object Segmentation from Unlabeled Videos Code