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SOTA
Unüberwachte Videoobjektssegmentierung
Unsupervised Video Object Segmentation On 12
Unsupervised Video Object Segmentation On 12
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Leistungsergebnisse verschiedener Modelle zu diesem Benchmark
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Modellname
J
Paper Title
Repository
TMO (MiT-b1)
71.1
Treating Motion as Option to Reduce Motion Dependency in Unsupervised Video Object Segmentation
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WCS-Net
70.5
Unsupervised Video Object Segmentation with Joint Hotspot Tracking
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TMO++ (RN-101)
73.1
Treating Motion as Option with Output Selection for Unsupervised Video Object Segmentation
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PDB
65.5
Pyramid Dilated Deeper ConvLSTM for Video Salient Object Detection
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MATNet
69.0
Motion-Attentive Transition for Zero-Shot Video Object Segmentation
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AGNN
70.8
Zero-Shot Video Object Segmentation via Attentive Graph Neural Networks
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RTNet
70.1
Reciprocal Transformations for Unsupervised Video Object Segmentation
TMO (RN-101)
71.5
Treating Motion as Option to Reduce Motion Dependency in Unsupervised Video Object Segmentation
-
TMO++ (MiT-b1, MS)
73.5
Treating Motion as Option with Output Selection for Unsupervised Video Object Segmentation
-
AMP
75.0
Adaptive Multi-source Predictor for Zero-shot Video Object Segmentation
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FakeFlow
75.1
Improving Unsupervised Video Object Segmentation via Fake Flow Generation
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DPA
73.7
Dual Prototype Attention for Unsupervised Video Object Segmentation
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COSNet
70.5
See More, Know More: Unsupervised Video Object Segmentation with Co-Attention Siamese Networks
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AMC-Net
71.1
Learning Motion-Appearance Co-Attention for Zero-Shot Video Object Segmentation
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AGS
69.7
Learning Unsupervised Video Object Segmentation Through Visual Attention
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TMO++ (MiT-b1)
73.0
Treating Motion as Option with Output Selection for Unsupervised Video Object Segmentation
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