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SotA/Computer Vision/Video/YouTube-VOS 2018

Video on YouTube-VOS 2018

Metric: Params(M) (higher is better)

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#Model↕Params(M)▼Extra DataPaperDate↕Code
1SwinB-DeAOT-L70.3NoDecoupling Features in Hierarchical Propagation ...2022-10-18Code
2CFBI66.3NoCollaborative Video Object Segmentation by Foreg...2020-03-18Code
3SwinB-AOTv2-L (all frames, MS)65.6NoScalable Video Object Segmentation with Identifi...2022-03-22Code
4SwinB-AOT-L (all frames)65.4NoAssociating Objects with Transformers for Video ...2021-06-04Code
5SwinB-AOT-L65.4NoAssociating Objects with Transformers for Video ...2021-06-04Code
6R50-DeAOT-L19.8NoDecoupling Features in Hierarchical Propagation ...2022-10-18Code
7R50-AOST (L'=3)15.4NoScalable Video Object Segmentation with Identifi...2022-03-22Code
8R50-AOTv2-L (all frames)15.1NoScalable Video Object Segmentation with Identifi...2022-03-22Code
9R50-AOT-L (all frames)14.9NoAssociating Objects with Transformers for Video ...2021-06-04Code
10R50-AOT-L14.9NoAssociating Objects with Transformers for Video ...2021-06-04Code
11R50-AOST (L'=2)13.9NoScalable Video Object Segmentation with Identifi...2022-03-22Code
12DeAOT-B13.2NoDecoupling Features in Hierarchical Propagation ...2022-10-18Code
13R50-AOST (L'=1)12.5NoScalable Video Object Segmentation with Identifi...2022-03-22Code
14DeAOT-S10.2NoDecoupling Features in Hierarchical Propagation ...2022-10-18Code
15AOT-L (all frames)8.3NoAssociating Objects with Transformers for Video ...2021-06-04Code
16AOT-B (all frames)8.3NoAssociating Objects with Transformers for Video ...2021-06-04Code
17AOT-L8.3NoAssociating Objects with Transformers for Video ...2021-06-04Code
18AOT-B8.3NoAssociating Objects with Transformers for Video ...2021-06-04Code
19AOT-S (all frames)7.9NoAssociating Objects with Transformers for Video ...2021-06-04Code
20AOT-S7.9NoAssociating Objects with Transformers for Video ...2021-06-04Code
21DeAOT-T7.2NoDecoupling Features in Hierarchical Propagation ...2022-10-18Code
22AOT-T (all frames)5.3NoAssociating Objects with Transformers for Video ...2021-06-04Code
23AOT-T5.3NoAssociating Objects with Transformers for Video ...2021-06-04Code