OpenCodePapers

unsupervised-video-object-segmentation-on-12

Video Object SegmentationUnsupervised Video Object Segmentation
Results over time
Click legend items to toggle metrics. Hover points for model names.
Leaderboard
PaperCodeJModelNameReleaseDate
Improving Unsupervised Video Object Segmentation via Fake Flow Generation75.1FakeFlow2024-07-16
Adaptive Multi-source Predictor for Zero-shot Video Object Segmentation✓ Link75.0AMP2023-03-18
Dual Prototype Attention for Unsupervised Video Object Segmentation✓ Link73.7DPA2022-11-22
Treating Motion as Option with Output Selection for Unsupervised Video Object Segmentation✓ Link73.5TMO++ (MiT-b1, MS)2023-09-26
Treating Motion as Option with Output Selection for Unsupervised Video Object Segmentation✓ Link73.1TMO++ (RN-101)2023-09-26
Treating Motion as Option with Output Selection for Unsupervised Video Object Segmentation✓ Link73.0TMO++ (MiT-b1)2023-09-26
Treating Motion as Option to Reduce Motion Dependency in Unsupervised Video Object Segmentation✓ Link71.5TMO (RN-101)2022-09-04
Learning Motion-Appearance Co-Attention for Zero-Shot Video Object Segmentation✓ Link71.1AMC-Net2021-01-01
Treating Motion as Option to Reduce Motion Dependency in Unsupervised Video Object Segmentation✓ Link71.1TMO (MiT-b1)2022-09-04
Zero-Shot Video Object Segmentation via Attentive Graph Neural Networks✓ Link70.8AGNN2020-01-19
See More, Know More: Unsupervised Video Object Segmentation with Co-Attention Siamese Networks✓ Link70.5COSNet2020-01-19
Unsupervised Video Object Segmentation with Joint Hotspot Tracking70.5WCS-Net
Reciprocal Transformations for Unsupervised Video Object Segmentation✓ Link70.1RTNet2021-06-19
Learning Unsupervised Video Object Segmentation Through Visual Attention✓ Link69.7AGS2019-06-01
Motion-Attentive Transition for Zero-Shot Video Object Segmentation✓ Link69.0MATNet2020-03-09
Pyramid Dilated Deeper ConvLSTM for Video Salient Object Detection65.5PDB2018-09-01