Video on DAVIS (no YouTube-VOS training)

Metric: D16 val (F) (higher is better)

LeaderboardDataset

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Results

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#	Model↕	D16 val (F)▼	Extra Data	Paper	Date↕	Code
1	HMMN	90.6	No	Hierarchical Memory Matching Network for Video O...	2021-09-23	Code
2	SWEM	89	No	SWEM: Towards Real-Time Video Object Segmentatio...	2022-08-22	Code
3	KMN	88.1	No	Kernelized Memory Network for Video Object Segme...	2020-07-16	Code
4	STM	88.1	No	Video Object Segmentation using Space-Time Memor...	2019-04-01	Code
5	CFBI	86.9	No	Collaborative Video Object Segmentation by Foreg...	2020-03-18	Code
6	DIPNet	86.4	No	-	-	-
7	TBD	86.2	No	Tackling Background Distraction in Video Object ...	2022-07-14	Code
8	STG-Net	86	No	Spatiotemporal Graph Neural Network based Mask R...	2020-12-10	-
9	GC	85.7	No	Fast Video Object Segmentation using the Global ...	2020-01-30	Code
10	RANet	85.4	No	RANet: Ranking Attention Network for Fast Video ...	2019-08-19	Code
11	STCNN	83.8	No	Spatiotemporal CNN for Video Object Segmentation	2019-04-04	Code
12	DTN	83.5	No	-	-	-
13	FEELVOS	83.1	No	FEELVOS: Fast End-to-End Embedding Learning for ...	2019-02-25	Code
14	RMNet	82.3	No	Efficient Regional Memory Network for Video Obje...	2021-03-24	Code
15	BMVOS	81.4	No	Pixel-Level Bijective Matching for Video Object ...	2021-10-04	Code

#1HMMNSOTA
90.6
D16 val (F)· 2021-09-23
Hierarchical Memory Matching Network for Video Object Segmentation Code
#2SWEM
89
D16 val (F)· 2022-08-22
SWEM: Towards Real-Time Video Object Segmentation with Sequential Weighted Expectation-Maximization Code
#3KMN
88.1
D16 val (F)· 2020-07-16
Kernelized Memory Network for Video Object Segmentation Code
#4STMSOTA
88.1
D16 val (F)· 2019-04-01
Video Object Segmentation using Space-Time Memory Networks Code
#5CFBI
86.9
D16 val (F)· 2020-03-18
Collaborative Video Object Segmentation by Foreground-Background Integration Code
#6DIPNet
86.4
D16 val (F)
No paper
#7TBD
86.2
D16 val (F)· 2022-07-14
Tackling Background Distraction in Video Object Segmentation Code
#8STG-Net
86
D16 val (F)· 2020-12-10
Spatiotemporal Graph Neural Network based Mask Reconstruction for Video Object Segmentation
#9GC
85.7
D16 val (F)· 2020-01-30
Fast Video Object Segmentation using the Global Context Module Code
#10RANet
85.4
D16 val (F)· 2019-08-19
RANet: Ranking Attention Network for Fast Video Object Segmentation Code
#11STCNN
83.8
D16 val (F)· 2019-04-04
Spatiotemporal CNN for Video Object Segmentation Code
#12DTN
83.5
D16 val (F)
No paper
#13FEELVOSSOTA
83.1
D16 val (F)· 2019-02-25
FEELVOS: Fast End-to-End Embedding Learning for Video Object Segmentation Code
#14RMNet
82.3
D16 val (F)· 2021-03-24
Efficient Regional Memory Network for Video Object Segmentation Code
#15BMVOS
81.4
D16 val (F)· 2021-10-04
Pixel-Level Bijective Matching for Video Object Segmentation Code