Video on DAVIS 2017 (val)

Metric: Jaccard (higher is better)

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#	Model↕	Jaccard▼	Extra Data	Paper	Date↕	Code
1	XMem (BLK30K, MS)	86.3	No	XMem: Long-Term Video Object Segmentation with a...	2022-07-14	Code
2	XMem	82.9	No	XMem: Long-Term Video Object Segmentation with a...	2022-07-14	Code
3	AOT	82.3	No	BATMAN: Bilateral Attention Transformer in Motio...	2022-08-01	-
4	STCN	82.2	No	BATMAN: Bilateral Attention Transformer in Motio...	2022-08-01	-
5	TransVOS	81.4	No	BATMAN: Bilateral Attention Transformer in Motio...	2022-08-01	-
6	RPCMVOS	81.3	No	Reliable Propagation-Correction Modulation for V...	2021-12-06	Code
7	RMN	81	No	Understanding Catastrophic Forgetting and Rememb...	2021-02-22	Code
8	LCM	80.5	No	BATMAN: Bilateral Attention Transformer in Motio...	2022-08-01	-
9	CFBI+	80.1	No	Collaborative Video Object Segmentation by Multi...	2020-10-13	Code
10	KMN	80	No	Kernelized Memory Network for Video Object Segme...	2020-07-16	-
11	SST	79.9	No	BATMAN: Bilateral Attention Transformer in Motio...	2022-08-01	-
12	CFBI	79.3	No	BATMAN: Bilateral Attention Transformer in Motio...	2022-08-01	-
13	STM	79.2	No	Video Object Segmentation using Space-Time Memor...	2019-04-01	-
14	LWL	79.1	No	BATMAN: Bilateral Attention Transformer in Motio...	2022-08-01	-
15	AFB-URR	73	No	Video Object Segmentation with Adaptive Feature ...	2020-10-15	Code
16	UniVS(Swin-L)	72.8	Yes	UniVS: Unified and Universal Video Segmentation ...	2024-02-28	Code