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

Semi-Supervised Video Object Segmentation on DAVIS 2017 (test-dev)

Metric: Jaccard (Recall) (higher is better)

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#Model↕Jaccard (Recall)▼Extra DataPaperDate↕Code
1STCN85.5YesRethinking Space-Time Networks with Improved Mem...2021-06-09Code
2MiVOS81.2YesModular Interactive Video Object Segmentation: I...2021-03-14Code
3STM78YesVideo Object Segmentation using Space-Time Memor...2019-04-01Code
4PReMVOS76.8NoPReMVOS: Proposal-generation, Refinement and Mer...2018-07-24Code
5MHP-VOS76NoMHP-VOS: Multiple Hypotheses Propagation for Vid...2019-04-17Code
6Lucid74NoLucid Data Dreaming for Video Object Segmentation2017-03-28Code
7CINM73.8NoCNN in MRF: Video Object Segmentation via Infere...2018-03-26-
8LSMVOS72.7NoLSMVOS: Long-Short-Term Similarity Matching for ...2020-09-02Code
9FEELVOS62.6NoFEELVOS: Fast End-to-End Embedding Learning for ...2019-02-25Code
10RANet61.9NoRANet: Ranking Attention Network for Fast Video ...2019-08-19Code
11OSVOS-S60.2NoVideo Object Segmentation Without Temporal Infor...2017-09-18-
12RGMP59No--Code
13RVOS54.4NoRVOS: End-to-End Recurrent Network for Video Obj...2019-03-13Code
14OnAVOS54.3NoOnline Adaptation of Convolutional Neural Networ...2017-06-28-
15CapsuleVOS54.1NoCapsuleVOS: Semi-Supervised Video Object Segment...2019-09-30Code
16Siam R-CNN53.9NoSiam R-CNN: Visual Tracking by Re-Detection2019-11-28Code
17AGAME53.2NoA Generative Appearance Model for End-to-end Vid...2018-11-28Code
18OSVOS52.1NoOne-Shot Video Object Segmentation2016-11-16Code
19FAVOS48.1NoFast and Accurate Online Video Object Segmentati...2018-06-06Code
20SiamMask44.5NoFast Online Object Tracking and Segmentation: A ...2018-12-12Code
21OSMN38.9NoEfficient Video Object Segmentation via Network ...2018-02-04Code