Semi-Supervised Video Object Segmentation on DAVIS 2016

Metric: Jaccard (Decay) (higher is better)

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#	Model↕	Jaccard (Decay)▼	Extra Data	Paper	Date↕	Code
1	BVS	28.9	No	-	-	-
2	OFL	26.4	Yes	-	-	-
3	MuG-W	26.4	No	Learning Video Object Segmentation from Unlabele...	2020-03-10	Code
4	CTN	15.6	No	-	-	-
5	OSVOS	14.9	No	One-Shot Video Object Segmentation	2016-11-16	Code
6	FEELVOS	13.7	No	FEELVOS: Fast End-to-End Embedding Learning for ...	2019-02-25	Code
7	VPN	12.4	No	Video Propagation Networks	2016-12-16	-
8	CINM	12.3	No	CNN in MRF: Video Object Segmentation via Infere...	2018-03-26	-
9	SFL	12.1	No	SegFlow: Joint Learning for Video Object Segment...	2017-09-20	Code
10	PLM	11.2	No	Pixel-Level Matching for Video Object Segmentati...	2017-08-17	-
11	RGMP	10.9	No	-	-	Code
12	CRVOS	10	No	CRVOS: Clue Refining Network for Video Object Se...	2020-02-10	Code
13	AGAME	9.4	No	A Generative Appearance Model for End-to-end Vid...	2018-11-28	Code
14	Lucid	9.1	No	Lucid Data Dreaming for Video Object Segmentation	2017-03-28	Code
15	OSMN	9	No	Efficient Video Object Segmentation via Network ...	2018-02-04	Code
16	MSK	8.9	No	Learning Video Object Segmentation from Static I...	2016-12-08	Code
17	PReMVOS	8.8	No	PReMVOS: Proposal-generation, Refinement and Mer...	2018-07-24	Code
18	PML	8.5	No	Blazingly Fast Video Object Segmentation with Pi...	2018-04-09	-
19	RANet+ (online learning)	7.4	No	RANet: Ranking Attention Network for Fast Video ...	2019-08-19	Code
20	MHP-VOS	6.9	No	MHP-VOS: Multiple Hypotheses Propagation for Vid...	2019-04-17	Code
21	VOSwL	6.9	No	Video Object Segmentation with Language Referrin...	2018-03-21	-
22	MiVOS	6.6	Yes	Modular Interactive Video Object Segmentation: I...	2021-03-14	Code
23	RANet	6.2	No	RANet: Ranking Attention Network for Fast Video ...	2019-08-19	Code
24	OSVOS-S	5.5	No	Video Object Segmentation Without Temporal Infor...	2017-09-18	-
25	SSM-VOS	5.3	No	-	-	Code
26	OnAVOS	5.2	No	Online Adaptation of Convolutional Neural Networ...	2017-06-28	-
27	LSMVOS	5.1	No	LSMVOS: Long-Short-Term Similarity Matching for ...	2020-09-02	Code
28	STM	5	Yes	Video Object Segmentation using Space-Time Memor...	2019-04-01	Code
29	e-OSVOS	4.5	Yes	Make One-Shot Video Object Segmentation Efficien...	2020-12-03	Code
30	FAVOS	4.5	No	Fast and Accurate Online Video Object Segmentati...	2018-06-06	Code
31	STCN	4.1	Yes	Rethinking Space-Time Networks with Improved Mem...	2021-06-09	Code
32	SiamMask	3	No	Fast Online Object Tracking and Segmentation: A ...	2018-12-12	Code
33	Hou et al.	2.3	No	An Efficient 3D CNN for Action/Object Segmentati...	2019-07-21	-
34	Siam R-CNN	2.2	No	Siam R-CNN: Visual Tracking by Re-Detection	2019-11-28	Code
35	FCP	-2	No	-	-	-