Video Object Segmentation on DAVIS (no YouTube-VOS training)

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

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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