Video Object Segmentation on DAVIS 2016

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

LeaderboardDataset

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Results

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#	Model↕	F-measure (Recall)▼	Extra Data	Paper	Date↕	Code
1	STCN	97.1	Yes	Rethinking Space-Time Networks with Improved Mem...	2021-06-09	Code
2	MiVOS	96.4	Yes	Modular Interactive Video Object Segmentation: I...	2021-03-14	Code
3	RANet+ (online learning)	96.1	No	RANet: Ranking Attention Network for Fast Video ...	2019-08-19	Code
4	LSMVOS	96.1	No	LSMVOS: Long-Short-Term Similarity Matching for ...	2020-09-02	Code
5	OSVOS-S	95.9	No	Video Object Segmentation Without Temporal Infor...	2017-09-18	-
6	MHP-VOS	95.5	No	MHP-VOS: Multiple Hypotheses Propagation for Vid...	2019-04-17	Code
7	STM	95.2	Yes	Video Object Segmentation using Space-Time Memor...	2019-04-01	Code
8	RANet	94.9	No	RANet: Ranking Attention Network for Fast Video ...	2019-08-19	Code
9	PReMVOS	94.7	No	PReMVOS: Proposal-generation, Refinement and Mer...	2018-07-24	Code
10	VOSwL	93.9	No	Video Object Segmentation with Language Referrin...	2018-03-21	-
11	PML	93.4	No	Blazingly Fast Video Object Segmentation with Pi...	2018-04-09	-
12	OSVOS	92.6	No	One-Shot Video Object Segmentation	2016-11-16	Code
13	SSM-VOS	92.3	No	-	-	Code
14	CINM	92.1	No	CNN in MRF: Video Object Segmentation via Infere...	2018-03-26	-
15	RGMP	90.8	No	-	-	Code
16	AGAME	90.3	No	A Generative Appearance Model for End-to-end Vid...	2018-11-28	Code
17	CRVOS	90.3	No	CRVOS: Clue Refining Network for Video Object Se...	2020-02-10	Code
18	OnAVOS	89.7	No	Online Adaptation of Convolutional Neural Networ...	2017-06-28	-
19	FAVOS	89.4	No	Fast and Accurate Online Video Object Segmentati...	2018-06-06	Code
20	Lucid	88.1	No	Lucid Data Dreaming for Video Object Segmentation	2017-03-28	Code
21	Siam R-CNN	87.6	No	Siam R-CNN: Visual Tracking by Re-Detection	2019-11-28	Code
22	MSK	87.1	No	Learning Video Object Segmentation from Static I...	2016-12-08	Code
23	FEELVOS	86.6	No	FEELVOS: Fast End-to-End Embedding Learning for ...	2019-02-25	Code
24	SFL	85.5	No	SegFlow: Joint Learning for Video Object Segment...	2017-09-20	Code
25	Hou et al.	84.7	No	An Efficient 3D CNN for Action/Object Segmentati...	2019-07-21	-
26	OSMN	84	No	Efficient Video Object Segmentation via Network ...	2018-02-04	Code
27	SiamMask	79.8	No	Fast Online Object Tracking and Segmentation: A ...	2018-12-12	Code
28	CTN	79.6	No	-	-	-
29	PLM	73.2	No	Pixel-Level Matching for Video Object Segmentati...	2017-08-17	-
30	OFL	70.4	Yes	-	-	-
31	VPN	69	No	Video Propagation Networks	2016-12-16	-
32	BVS	67.9	No	-	-	-
33	MuG-W	67.7	No	Learning Video Object Segmentation from Unlabele...	2020-03-10	Code
34	FCP	49.5	No	-	-	-