OpenCodePapers
unsupervised-video-object-segmentation-on-4
Video Object Segmentation
Unsupervised Video Object Segmentation
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Paper
Code
J&F
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Jaccard (Mean)
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Jaccard (Recall)
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F-measure (Mean)
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F-measure (Recall)
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ModelName
ReleaseDate
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Tracking Anything with Decoupled Video Segmentation
✓ Link
73.4
70.4
76.4
DEVA (EntitySeg)
2023-09-07
Video Instance Segmentation with a Propose-Reduce Paradigm
✓ Link
70.4
67.0
73.8
Propose-Reduce
2021-03-25
UnOVOST: Unsupervised Offline Video Object Segmentation and Tracking
✓ Link
67.9
66.4
76.4
69.3
76.9
UnOVOST
2020-01-15
MAST: A Memory-Augmented Self-supervised Tracker
✓ Link
65.5
63.3
73.2
67.6
77.7
MAST
2020-02-18
STEm-Seg: Spatio-temporal Embeddings for Instance Segmentation in Videos
✓ Link
64.7
61.5
70.4
67.8
75.5
STEm-Seg
2020-03-18
MATNet: Motion-Attentive Transition Network for Zero-Shot Video Object Segmentation
✓ Link
58.6
56.7
65.2
60.4
68.2
MATNet
2020-08-20
ALBA : Reinforcement Learning for Video Object Segmentation
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58.4
56.6
63.4
60.2
63.1
ALBA
2020-05-26
Learning Unsupervised Video Object Segmentation Through Visual Attention
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57.5
55.5
61.6
59.5
62.8
AGS
2019-06-01
Pyramid Dilated Deeper ConvLSTM for Video Salient Object Detection
55.1
53.2
58.9
57.0
60.2
PDB
2018-09-01
RVOS: End-to-End Recurrent Network for Video Object Segmentation
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41.2
36.8
40.2
45.7
46.4
RVOS
2019-03-13