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SotA/Computer Vision/Semi-Supervised Video Object Segmentation/YouTube-VOS 2019

Semi-Supervised Video Object Segmentation on YouTube-VOS 2019

Metric: Jaccard (Unseen) (higher is better)

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#Model↕Jaccard (Unseen)▼Extra DataPaperDate↕Code
1R50-AOST (L'=1)754.8NoScalable Video Object Segmentation with Identifi...2022-03-22Code
2DEVA89.9YesTracking Anything in High Quality2023-07-26Code
3Cutie+ (base, MEGA)82.7YesPutting the Object Back into Video Object Segmen...2023-10-19Code
4XMem (BL30K, MS)81.8YesXMem: Long-Term Video Object Segmentation with a...2022-07-14Code
5XMem (MS)81.8YesXMem: Long-Term Video Object Segmentation with a...2022-07-14Code
6SwinB-AOTv2-L (all frames, MS)81NoScalable Video Object Segmentation with Identifi...2022-03-22Code
7R50-DeAOT-L80.8NoDecoupling Features in Hierarchical Propagation ...2022-10-18Code
8STCN (MS)80.8NoRethinking Space-Time Networks with Improved Mem...2021-06-09Code
9SwinB-DeAOT-L80.4NoDecoupling Features in Hierarchical Propagation ...2022-10-18Code
10XMem (BL30K)80.3YesXMem: Long-Term Video Object Segmentation with a...2022-07-14Code
11SwinB-AOTv2-L (all frames)79.8NoScalable Video Object Segmentation with Identifi...2022-03-22Code
12STCN79.4NoRethinking Space-Time Networks with Improved Mem...2021-06-09Code
13R50-AOST (L'=3)79.3NoScalable Video Object Segmentation with Identifi...2022-03-22Code
14DeAOT-B79.1NoDecoupling Features in Hierarchical Propagation ...2022-10-18Code
15RPCMVOS79.1NoReliable Propagation-Correction Modulation for V...2021-12-06Code
16DeAOT-L79NoDecoupling Features in Hierarchical Propagation ...2022-10-18Code
17R50-AOST (L'=2)78.9NoScalable Video Object Segmentation with Identifi...2022-03-22Code
18XMem78.5NoXMem: Long-Term Video Object Segmentation with a...2022-07-14Code
19DeAOT-S78.1NoDecoupling Features in Hierarchical Propagation ...2022-10-18Code
20STCN + TrickVOS (PT)77.2NoTrickVOS: A Bag of Tricks for Video Object Segme...2023-06-27-
21DeAOT-T76.4NoDecoupling Features in Hierarchical Propagation ...2022-10-18Code