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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: F-Measure (Unseen) (higher is better)

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#Model↕F-Measure (Unseen)▼Extra DataPaperDate↕Code
1Cutie+ (base, MEGA)90.5YesPutting the Object Back into Video Object Segmen...2023-10-19Code
2XMem (BL30K, MS)89.9YesXMem: Long-Term Video Object Segmentation with a...2022-07-14Code
3XMem (MS)89.8YesXMem: Long-Term Video Object Segmentation with a...2022-07-14Code
4SwinB-AOTv2-L (all frames, MS)89.1NoScalable Video Object Segmentation with Identifi...2022-03-22Code
5DEVA89.1YesTracking Anything in High Quality2023-07-26Code
6R50-DeAOT-L88.9NoDecoupling Features in Hierarchical Propagation ...2022-10-18Code
7XMem (BL30K)88.8YesXMem: Long-Term Video Object Segmentation with a...2022-07-14Code
8STCN (MS)88.8NoRethinking Space-Time Networks with Improved Mem...2021-06-09Code
9SwinB-DeAOT-L88.6NoDecoupling Features in Hierarchical Propagation ...2022-10-18Code
10SwinB-AOTv2-L (all frames)88NoScalable Video Object Segmentation with Identifi...2022-03-22Code
11R50-AOST (L'=3)87.7NoScalable Video Object Segmentation with Identifi...2022-03-22Code
12STCN87.7NoRethinking Space-Time Networks with Improved Mem...2021-06-09Code
13DeAOT-B87.5NoDecoupling Features in Hierarchical Propagation ...2022-10-18Code
14DeAOT-L87.2NoDecoupling Features in Hierarchical Propagation ...2022-10-18Code
15XMem87.1NoXMem: Long-Term Video Object Segmentation with a...2022-07-14Code
16R50-AOST (L'=2)87.1NoScalable Video Object Segmentation with Identifi...2022-03-22Code
17RPCMVOS87.1NoReliable Propagation-Correction Modulation for V...2021-12-06Code
18DeAOT-S86.8NoDecoupling Features in Hierarchical Propagation ...2022-10-18Code
19STCN + TrickVOS (PT)85.5NoTrickVOS: A Bag of Tricks for Video Object Segme...2023-06-27-
20DeAOT-T84.7NoDecoupling Features in Hierarchical Propagation ...2022-10-18Code
21Lightweight TrickVOS (PT)84NoTrickVOS: A Bag of Tricks for Video Object Segme...2023-06-27-
22R50-AOST (L'=1)83.8NoScalable Video Object Segmentation with Identifi...2022-03-22Code