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

Metric: FPS (higher is better)

LeaderboardDataset

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Results

#	Model↕	FPS▼	Extra Data	Paper	Date↕	Code
1	TBD	50.1	No	Tackling Background Distraction in Video Object ...	2022-07-14	Code
2	BMVOS	45.9	No	Pixel-Level Bijective Matching for Video Object ...	2021-10-04	Code
3	AOT-S	40	No	Associating Objects with Transformers for Video ...	2021-06-04	Code
4	TVOS	37	No	A Transductive Approach for Video Object Segment...	2020-04-15	Code
5	SWEM	36	No	SWEM: Towards Real-Time Video Object Segmentatio...	2022-08-22	Code
6	RANet	30.3	No	RANet: Ranking Attention Network for Fast Video ...	2019-08-19	Code
7	XMem	29.6	No	XMem: Long-Term Video Object Segmentation with a...	2022-07-14	Code
8	GC	25	No	Fast Video Object Segmentation using the Global ...	2020-01-30	Code
9	FRTM	21.9	No	Learning Fast and Robust Target Models for Video...	2020-02-27	Code
10	DTN	14.3	No	-	-	-
11	LWL	14	No	Learning What to Learn for Video Object Segmenta...	2020-03-25	Code
12	RMNet	11.9	No	Efficient Regional Memory Network for Video Obje...	2021-03-24	Code
13	HMMN	10	No	Hierarchical Memory Matching Network for Video O...	2021-09-23	Code
14	AGSS-VOS	10	No	-	-	Code
15	LCM	8.47	No	Learning Position and Target Consistency for Mem...	2021-04-09	-
16	KMN	8.33	No	Kernelized Memory Network for Video Object Segme...	2020-07-16	Code
17	STM	6.25	No	Video Object Segmentation using Space-Time Memor...	2019-04-01	Code
18	CFBI	5.56	No	Collaborative Video Object Segmentation by Foreg...	2020-03-18	Code
19	JOINT	4	No	Joint Inductive and Transductive Learning for Vi...	2021-08-08	Code
20	AFB-URR	4	No	Video Object Segmentation with Adaptive Feature ...	2020-10-15	Code
21	FEELVOS	2.22	No	FEELVOS: Fast End-to-End Embedding Learning for ...	2019-02-25	Code
22	DIPNet	0.92	No	-	-	-
23	STCNN	0.26	No	Spatiotemporal CNN for Video Object Segmentation	2019-04-04	Code