Video Object Segmentation on DAVIS 2017 (val)

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	94.6	Yes	Rethinking Space-Time Networks with Improved Mem...	2021-06-09	Code
2	MiVOS	93.1	Yes	Modular Interactive Video Object Segmentation: I...	2021-03-14	Code
3	STM	91.8	Yes	Video Object Segmentation using Space-Time Memor...	2019-04-01	Code
4	LSMVOS	91.3	No	LSMVOS: Long-Short-Term Similarity Matching for ...	2020-09-02	Code
5	PReMVOS	88.9	No	PReMVOS: Proposal-generation, Refinement and Mer...	2018-07-24	Code
6	MHP-VOS	87.2	No	MHP-VOS: Multiple Hypotheses Propagation for Vid...	2019-04-17	Code
7	AFB-URR	87	No	Video Object Segmentation with Adaptive Feature ...	2020-10-15	Code
8	Araslanov et al.	84.8	No	Dense Unsupervised Learning for Video Segmentation	2021-11-11	Code
9	AGAME	83.4	No	A Generative Appearance Model for End-to-end Vid...	2018-11-28	Code
10	Siam R-CNN	82.8	No	Siam R-CNN: Visual Tracking by Re-Detection	2019-11-28	Code
11	CINM	81.6	No	CNN in MRF: Video Object Segmentation via Infere...	2018-03-26	-
12	OSVOS-S	80.7	No	Video Object Segmentation Without Temporal Infor...	2017-09-18	-
13	RANet	78.8	No	RANet: Ranking Attention Network for Fast Video ...	2019-08-19	Code
14	RGMP	77.7	No	-	-	Code
15	MAST	77.7	No	MAST: A Memory-Augmented Self-supervised Tracker	2020-02-18	Code
16	MAST	77.7	Yes	MAST: A Memory-Augmented Self-supervised Tracker	2020-02-18	Code
17	UnOVOST	76.9	No	UnOVOST: Unsupervised Offline Video Object Segme...	2020-01-15	Code
18	STEm-Seg	75.5	Yes	STEm-Seg: Spatio-temporal Embeddings for Instanc...	2020-03-18	Code
19	OnAVOS	75.4	No	Online Adaptation of Convolutional Neural Networ...	2017-06-28	-
20	OSVOS	73.8	No	One-Shot Video Object Segmentation	2016-11-16	Code
21	RVOS	73.2	No	RVOS: End-to-End Recurrent Network for Video Obj...	2019-03-13	Code
22	FAVOS	72.3	No	Fast and Accurate Online Video Object Segmentati...	2018-06-06	Code
23	VOSwL	70.4	No	Video Object Segmentation with Language Referrin...	2018-03-21	-
24	UVC	69.8	No	Joint-task Self-supervised Learning for Temporal...	2019-09-26	Code
25	MATNet	68.2	No	-	-	Code
26	SiamMask	67.5	No	Fast Online Object Tracking and Segmentation: A ...	2018-12-12	Code
27	OSMN	66.1	No	Efficient Video Object Segmentation via Network ...	2018-02-04	Code
28	ALBA	63.1	No	ALBA : Reinforcement Learning for Video Object S...	2020-05-26	Code
29	AGS	62.8	Yes	-	-	Code
30	MuG-W	62.2	No	Learning Video Object Segmentation from Unlabele...	2020-03-10	Code
31	PDB	60.2	No	-	-	-
32	CorrFlow	56	No	Self-supervised Learning for Video Correspondenc...	2019-05-02	Code
33	CycleTime	48	No	Learning Correspondence from the Cycle-Consisten...	2019-03-18	Code
34	RVOS	46.4	No	RVOS: End-to-End Recurrent Network for Video Obj...	2019-03-13	Code