Semi-Supervised Video Object Segmentation on MOSE

Metric: J&F (higher is better)

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#	Model↕	J&F▼	Extra Data	Paper	Date↕	Code
1	SAM2	77.9	Yes	SAM 2: Segment Anything in Images and Videos	2024-08-01	Code
2	Cutie+ (base, MEGA)	71.7	No	Putting the Object Back into Video Object Segmen...	2023-10-19	Code
3	Cutie+ (small, MEGA)	70.3	No	Putting the Object Back into Video Object Segmen...	2023-10-19	Code
4	Cutie (base, MEGA)	69.9	No	Putting the Object Back into Video Object Segmen...	2023-10-19	Code
5	Cutie (small, MEGA)	68.6	No	Putting the Object Back into Video Object Segmen...	2023-10-19	Code
6	Cutie (base, with mose)	68.3	No	Putting the Object Back into Video Object Segmen...	2023-10-19	Code
7	Cutie (small, with mose)	67.4	No	Putting the Object Back into Video Object Segmen...	2023-10-19	Code
8	DEVA (with OVIS)	66.5	No	Tracking Anything with Decoupled Video Segmentat...	2023-09-07	Code
9	Cutie (base)	64	No	Putting the Object Back into Video Object Segmen...	2023-10-19	Code
10	Cutie (small)	62.2	No	Putting the Object Back into Video Object Segmen...	2023-10-19	Code
11	DEVA (no OVIS)	60	No	Tracking Anything with Decoupled Video Segmentat...	2023-09-07	Code
12	DeAOT	59.4	No	Decoupling Features in Hierarchical Propagation ...	2022-10-18	Code
13	XMem	57.6	No	XMem: Long-Term Video Object Segmentation with a...	2022-07-14	Code
14	AOT	57.2	No	Associating Objects with Transformers for Video ...	2021-06-04	Code
15	SWEM	50.9	No	SWEM: Towards Real-Time Video Object Segmentatio...	2022-08-22	Code
16	STCN	50.8	No	Rethinking Space-Time Networks with Improved Mem...	2021-06-09	Code
17	RDE	48.8	No	Recurrent Dynamic Embedding for Video Object Seg...	2022-05-08	Code