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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 (Seen) (higher is better)

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#Model↕Jaccard (Seen)▼Extra DataPaperDate↕Code
1Cutie+ (base, MEGA)86.3YesPutting the Object Back into Video Object Segmen...2023-10-19Code
2XMem (BL30K, MS)85.5YesXMem: Long-Term Video Object Segmentation with a...2022-07-14Code
3SwinB-AOTv2-L (all frames, MS)85.5NoScalable Video Object Segmentation with Identifi...2022-03-22Code
4DEVA85.4YesTracking Anything in High Quality2023-07-26Code
5SwinB-DeAOT-L85.3NoDecoupling Features in Hierarchical Propagation ...2022-10-18Code
6XMem (MS)84.9YesXMem: Long-Term Video Object Segmentation with a...2022-07-14Code
7XMem (BL30K)84.8YesXMem: Long-Term Video Object Segmentation with a...2022-07-14Code
8R50-DeAOT-L84.6NoDecoupling Features in Hierarchical Propagation ...2022-10-18Code
9SwinB-AOTv2-L (all frames)84.2NoScalable Video Object Segmentation with Identifi...2022-03-22Code
10R50-AOST (L'=3)83.8NoScalable Video Object Segmentation with Identifi...2022-03-22Code
11DeAOT-L83.8NoDecoupling Features in Hierarchical Propagation ...2022-10-18Code
12XMem83.6NoXMem: Long-Term Video Object Segmentation with a...2022-07-14Code
13STCN (MS)83.5NoRethinking Space-Time Networks with Improved Mem...2021-06-09Code
14DeAOT-B83.5NoDecoupling Features in Hierarchical Propagation ...2022-10-18Code
15R50-AOST (L'=2)83.3NoScalable Video Object Segmentation with Identifi...2022-03-22Code
16DeAOT-S82.8NoDecoupling Features in Hierarchical Propagation ...2022-10-18Code
17STCN82.6NoRethinking Space-Time Networks with Improved Mem...2021-06-09Code
18RPCMVOS82.6NoReliable Propagation-Correction Modulation for V...2021-12-06Code
19STCN + TrickVOS (PT)82.1NoTrickVOS: A Bag of Tricks for Video Object Segme...2023-06-27-
20DeAOT-T81.2NoDecoupling Features in Hierarchical Propagation ...2022-10-18Code
21R50-AOST (L'=1)81NoScalable Video Object Segmentation with Identifi...2022-03-22Code
22Lightweight TrickVOS (PT)79.5NoTrickVOS: A Bag of Tricks for Video Object Segme...2023-06-27-