Video Object Segmentation on YouTube-VOS 2019

Metric: Jaccard (Unseen) (higher is better)

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#	Model↕	Jaccard (Unseen)▼	Extra Data	Paper	Date↕	Code
1	R50-AOST (L'=1)	754.8	No	Scalable Video Object Segmentation with Identifi...	2022-03-22	Code
2	DEVA	89.9	Yes	Tracking Anything in High Quality	2023-07-26	Code
3	Cutie+ (base, MEGA)	82.7	Yes	Putting the Object Back into Video Object Segmen...	2023-10-19	Code
4	XMem (BL30K,MS)	81.8	Yes	XMem: Long-Term Video Object Segmentation with a...	2022-07-14	Code
5	XMem (BL30K, MS)	81.8	Yes	XMem: Long-Term Video Object Segmentation with a...	2022-07-14	Code
6	XMem (MS)	81.8	Yes	XMem: Long-Term Video Object Segmentation with a...	2022-07-14	Code
7	SwinB-AOTv2-L (all frames, MS)	81	No	Scalable Video Object Segmentation with Identifi...	2022-03-22	Code
8	R50-DeAOT-L	80.8	No	Decoupling Features in Hierarchical Propagation ...	2022-10-18	Code
9	STCN (MS)	80.8	No	Rethinking Space-Time Networks with Improved Mem...	2021-06-09	Code
10	SwinB-DeAOT-L	80.4	No	Decoupling Features in Hierarchical Propagation ...	2022-10-18	Code
11	XMem	80.3	Yes	XMem: Long-Term Video Object Segmentation with a...	2022-07-14	Code
12	XMem (BL30K)	80.3	Yes	XMem: Long-Term Video Object Segmentation with a...	2022-07-14	Code
13	SwinB-AOTv2-L (all frames)	79.8	No	Scalable Video Object Segmentation with Identifi...	2022-03-22	Code
14	STCN	79.4	No	Rethinking Space-Time Networks with Improved Mem...	2021-06-09	Code
15	R50-AOST (L'=3)	79.3	No	Scalable Video Object Segmentation with Identifi...	2022-03-22	Code
16	RPCMVOS	79.1	No	Reliable Propagation-Correction Modulation for V...	2021-12-06	Code
17	DeAOT-B	79.1	No	Decoupling Features in Hierarchical Propagation ...	2022-10-18	Code
18	RPCMVOS	79.1	No	Reliable Propagation-Correction Modulation for V...	2021-12-06	Code
19	BATMAN	79	No	BATMAN: Bilateral Attention Transformer in Motio...	2022-08-01	-
20	DeAOT-L	79	No	Decoupling Features in Hierarchical Propagation ...	2022-10-18	Code
21	R50-AOST (L'=2)	78.9	No	Scalable Video Object Segmentation with Identifi...	2022-03-22	Code
22	XMem	78.5	No	XMem: Long-Term Video Object Segmentation with a...	2022-07-14	Code
23	AOT	78.4	No	Associating Objects with Transformers for Video ...	2021-06-04	Code
24	STCN	78.2	No	Rethinking Space-Time Networks with Improved Mem...	2021-06-09	Code
25	DeAOT-S	78.1	No	Decoupling Features in Hierarchical Propagation ...	2022-10-18	Code
26	STCN + TrickVOS (PT)	77.2	No	TrickVOS: A Bag of Tricks for Video Object Segme...	2023-06-27	-
27	CFBI+	77.1	No	Collaborative Video Object Segmentation by Multi...	2020-10-13	Code
28	MobileVOS	76.9	No	MobileVOS: Real-Time Video Object Segmentation C...	2023-03-14	-
29	SST	76.6	No	SSTVOS: Sparse Spatiotemporal Transformers for V...	2021-01-21	Code
30	DeAOT-T	76.4	No	Decoupling Features in Hierarchical Propagation ...	2022-10-18	Code
31	CFBI	75.2	No	BATMAN: Bilateral Attention Transformer in Motio...	2022-08-01	-