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SotA/Computer Vision/Semi-Supervised Video Object Segmentation/MOSE

Semi-Supervised Video Object Segmentation on MOSE

Metric: J (higher is better)

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#Model↕J▼Extra DataPaperDate↕Code
1Cutie+ (base, MEGA)67.6NoPutting the Object Back into Video Object Segmen...2023-10-19Code
2Cutie+ (small, MEGA)66NoPutting the Object Back into Video Object Segmen...2023-10-19Code
3Cutie (base, MEGA)65.8NoPutting the Object Back into Video Object Segmen...2023-10-19Code
4Cutie (small, MEGA)64.3NoPutting the Object Back into Video Object Segmen...2023-10-19Code
5Cutie (base, with mose)64.2NoPutting the Object Back into Video Object Segmen...2023-10-19Code
6Cutie (small, with mose)63.1NoPutting the Object Back into Video Object Segmen...2023-10-19Code
7DEVA (with OVIS)62.3NoTracking Anything with Decoupled Video Segmentat...2023-09-07Code
8Cutie (base)60NoPutting the Object Back into Video Object Segmen...2023-10-19Code
9Cutie (small)58.2NoPutting the Object Back into Video Object Segmen...2023-10-19Code
10DEVA (no OVIS)55.8NoTracking Anything with Decoupled Video Segmentat...2023-09-07Code
11DeAOT55.1NoDecoupling Features in Hierarchical Propagation ...2022-10-18Code
12XMem53.3NoXMem: Long-Term Video Object Segmentation with a...2022-07-14Code
13AOT53.1NoAssociating Objects with Transformers for Video ...2021-06-04Code
14SWEM46.8NoSWEM: Towards Real-Time Video Object Segmentatio...2022-08-22Code
15STCN46.6NoRethinking Space-Time Networks with Improved Mem...2021-06-09Code
16RDE44.6NoRecurrent Dynamic Embedding for Video Object Seg...2022-05-08Code