TasksSotADatasetsPapersMethodsSubmitAbout
Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable BenchmarksAll SotADatasetsPapersMethods

Community

Submit ResultsAbout

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

SotA/Computer Vision/Semi-Supervised Video Object Segmentation/DAVIS 2017 (val)

Semi-Supervised Video Object Segmentation on DAVIS 2017 (val)

Metric: Params(M) (higher is better)

LeaderboardDataset
Loading chart...

Results

Submit a result
#Model↕Params(M)▼Extra DataPaperDate↕Code
1SAM2224.4YesSAM 2: Segment Anything in Images and Videos2024-08-01Code
2SwinB-DeAOT-L70.3NoDecoupling Features in Hierarchical Propagation ...2022-10-18Code
3SwinB-AOTv2-L (MS)65.6NoScalable Video Object Segmentation with Identifi...2022-03-22Code
4SwinB-AOST (L'=3, MS)65.6NoScalable Video Object Segmentation with Identifi...2022-03-22Code
5SwinB-AOTv2-L65.6NoScalable Video Object Segmentation with Identifi...2022-03-22Code
6SwinB-AOT-L65.4NoAssociating Objects with Transformers for Video ...2021-06-04Code
7Cutie (base)36.4NoPutting the Object Back into Video Object Segmen...2023-10-19Code
8R50-DeAOT-L19.8NoDecoupling Features in Hierarchical Propagation ...2022-10-18Code
9Cutie+ (base)17.9YesPutting the Object Back into Video Object Segmen...2023-10-19Code
10R50-AOST (L'=3)15.4NoScalable Video Object Segmentation with Identifi...2022-03-22Code
11R50-AOT-L14.9NoAssociating Objects with Transformers for Video ...2021-06-04Code
12R50-AOST (L'=2)13.9NoScalable Video Object Segmentation with Identifi...2022-03-22Code
13DeAOT-L13.2NoDecoupling Features in Hierarchical Propagation ...2022-10-18Code
14DeAOT-B13.2NoDecoupling Features in Hierarchical Propagation ...2022-10-18Code
15R50-AOST (L'=1)12.5NoScalable Video Object Segmentation with Identifi...2022-03-22Code
16DeAOT-S10.2NoDecoupling Features in Hierarchical Propagation ...2022-10-18Code
17AOT-L8.3NoAssociating Objects with Transformers for Video ...2021-06-04Code
18AOT-B8.3NoAssociating Objects with Transformers for Video ...2021-06-04Code
19MobileVOS (BL30K)8.1YesMobileVOS: Real-Time Video Object Segmentation C...2023-03-14-
20MobileVOS8.1NoMobileVOS: Real-Time Video Object Segmentation C...2023-03-14-
21DeAOT-T7.2NoDecoupling Features in Hierarchical Propagation ...2022-10-18Code
22AOT-S7NoAssociating Objects with Transformers for Video ...2021-06-04Code
23AOT-T5.7NoAssociating Objects with Transformers for Video ...2021-06-04Code