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unsupervised-video-object-segmentation-on-11

Video Object SegmentationUnsupervised Video Object Segmentation
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PaperCodeJModelNameReleaseDate
Improving Unsupervised Video Object Segmentation via Fake Flow Generation84.7FakeFlow2024-07-16
Dual Prototype Attention for Unsupervised Video Object Segmentation✓ Link83.4DPA2022-11-22
Treating Motion as Option with Output Selection for Unsupervised Video Object Segmentation✓ Link83.2TMO++ (MiT-b1)2023-09-26
Guided Slot Attention for Unsupervised Video Object Segmentation✓ Link83.1GSANet2023-03-15
Treating Motion as Option with Output Selection for Unsupervised Video Object Segmentation✓ Link81.2TMO++ (RN-101)2023-09-26
Treating Motion as Option to Reduce Motion Dependency in Unsupervised Video Object Segmentation✓ Link80.0TMO (MiT-b1)2022-09-04
Treating Motion as Option to Reduce Motion Dependency in Unsupervised Video Object Segmentation✓ Link79.9TMO (RN-101)2022-09-04
Deep Transport Network for Unsupervised Video Object Segmentation78.7TransportNet2021-01-01
Unsupervised Video Object Segmentation via Prototype Memory Network✓ Link77.7PMN2022-09-08
F2Net: Learning to Focus on the Foreground for Unsupervised Video Object Segmentation77.5F2Net2020-12-04
Iteratively Selecting an Easy Reference Frame Makes Unsupervised Video Object Segmentation Easier77.5IMP2021-12-23
Learning Motion-Appearance Co-Attention for Zero-Shot Video Object Segmentation✓ Link76.5AMC-Net2021-01-01
Motion-Attentive Transition for Zero-Shot Video Object Segmentation✓ Link76.1MATNet2020-03-09
See More, Know More: Unsupervised Video Object Segmentation with Co-Attention Siamese Networks✓ Link75.6COSNet2020-01-19
Pyramid Dilated Deeper ConvLSTM for Video Salient Object Detection74.0PDB2018-09-01
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