Semi-Supervised Video Object Segmentation on DAVIS 2017 (test-dev)

Metric: FPS (higher is better)

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#	Model↕	FPS▼	Extra Data	Paper	Date↕	Code
1	DeAOT-T	63.5	No	Decoupling Features in Hierarchical Propagation ...	2022-10-18	Code
2	AOT-T	51.4	No	Associating Objects with Transformers for Video ...	2021-06-04	Code
3	DeAOT-S	49.2	No	Decoupling Features in Hierarchical Propagation ...	2022-10-18	Code
4	DeAOT-B	40.9	No	Decoupling Features in Hierarchical Propagation ...	2022-10-18	Code
5	AOT-S	40	No	Associating Objects with Transformers for Video ...	2021-06-04	Code
6	Cutie (base, MEGA)	36.4	Yes	Putting the Object Back into Video Object Segmen...	2023-10-19	Code
7	AOT-B	29.6	No	Associating Objects with Transformers for Video ...	2021-06-04	Code
8	DeAOT-L	28.5	No	Decoupling Features in Hierarchical Propagation ...	2022-10-18	Code
9	R50-DeAOT-L	27	No	Decoupling Features in Hierarchical Propagation ...	2022-10-18	Code
10	DEVA	25.3	Yes	Tracking Anything with Decoupled Video Segmentat...	2023-09-07	Code
11	R50-AOST (L'=2)	24.3	No	Scalable Video Object Segmentation with Identifi...	2022-03-22	Code
12	AOT-L	18.7	No	Associating Objects with Transformers for Video ...	2021-06-04	Code
13	R50-AOT-L	18	No	Associating Objects with Transformers for Video ...	2021-06-04	Code
14	Cutie+ (base, MEGA)	17.9	Yes	Putting the Object Back into Video Object Segmen...	2023-10-19	Code
15	Cutie+ (base)	17.9	No	Putting the Object Back into Video Object Segmen...	2023-10-19	Code
16	R50-AOST (L'=3)	17.5	No	Scalable Video Object Segmentation with Identifi...	2022-03-22	Code
17	SwinB-DeAOT-L	15.4	No	Decoupling Features in Hierarchical Propagation ...	2022-10-18	Code
18	SwinB-AOT-L	12.1	No	Associating Objects with Transformers for Video ...	2021-06-04	Code
19	SwinB-AOST (L'=3)	12	No	Scalable Video Object Segmentation with Identifi...	2022-03-22	Code
20	SwinB-AOST (L'=3, MS)	1.3	No	Scalable Video Object Segmentation with Identifi...	2022-03-22	Code
21	SwinB-AOTv2-L	1.3	No	Scalable Video Object Segmentation with Identifi...	2022-03-22	Code