Semi-Supervised Video Object Segmentation on DAVIS 2017 (test-dev)

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

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#	Model↕	F-measure (Decay)▼	Extra Data	Paper	Date↕	Code
1	RGMP	37.2	No	-	-	Code
2	RVOS	36.7	No	RVOS: End-to-End Recurrent Network for Video Obj...	2019-03-13	Code
3	FEELVOS	33.5	No	FEELVOS: Fast End-to-End Embedding Learning for ...	2019-02-25	Code
4	AGAME	27.6	No	A Generative Appearance Model for End-to-end Vid...	2018-11-28	Code
5	SSM-VOS	25.3	No	-	-	Code
6	OnAVOS	23.4	No	Online Adaptation of Convolutional Neural Networ...	2017-06-28	-
7	SiamMask	22.4	No	Fast Online Object Tracking and Segmentation: A ...	2018-12-12	Code
8	RANet	22.1	No	RANet: Ranking Attention Network for Fast Video ...	2019-08-19	Code
9	OSVOS-S	21.9	No	Video Object Segmentation Without Temporal Infor...	2017-09-18	-
10	PReMVOS	20.6	No	PReMVOS: Proposal-generation, Refinement and Mer...	2018-07-24	Code
11	Siam R-CNN	20.2	No	Siam R-CNN: Visual Tracking by Re-Detection	2019-11-28	Code
12	CINM	20	No	CNN in MRF: Video Object Segmentation via Infere...	2018-03-26	-
13	OSVOS	19.8	No	One-Shot Video Object Segmentation	2016-11-16	Code
14	FAVOS	19.8	No	Fast and Accurate Online Video Object Segmentati...	2018-06-06	Code
15	Lucid	19.5	No	Lucid Data Dreaming for Video Object Segmentation	2017-03-28	Code
16	MHP-VOS	19.1	No	MHP-VOS: Multiple Hypotheses Propagation for Vid...	2019-04-17	Code
17	STM	17.5	Yes	Video Object Segmentation using Space-Time Memor...	2019-04-01	Code
18	OSMN	17.4	No	Efficient Video Object Segmentation via Network ...	2018-02-04	Code
19	LSMVOS	16.5	No	LSMVOS: Long-Short-Term Similarity Matching for ...	2020-09-02	Code
20	MiVOS	14.5	Yes	Modular Interactive Video Object Segmentation: I...	2021-03-14	Code
21	STCN	10.3	Yes	Rethinking Space-Time Networks with Improved Mem...	2021-06-09	Code