OpenCodePapers
video-object-segmentation-on-youtube-vos-2019
Video Segmentation
Video Object Segmentation
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F-Measure (Unseen)
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ModelName
ReleaseDate
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XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model
✓ Link
86.8
85.5
81.8
89.8
89.9
XMem (BL30K,MS)
2022-07-14
XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model
✓ Link
85.5
84.3
80.3
88.6
88.6
XMem
2022-07-14
BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation
85
84.5
79
89.3
87.2
BATMAN
2022-08-01
Associating Objects with Transformers for Video Object Segmentation
✓ Link
84.1
83.5
78.4
88.1
86.3
AOT
2021-06-04
Reliable Propagation-Correction Modulation for Video Object Segmentation
✓ Link
83.9
82.6
79.1
86.9
87.1
RPCMVOS
2021-12-06
MobileVOS: Real-Time Video Object Segmentation Contrastive Learning meets Knowledge Distillation
83.3
83.2
76.9
87.7
85.3
MobileVOS
2023-03-14
Rethinking Space-Time Networks with Improved Memory Coverage for Efficient Video Object Segmentation
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82.7
81.1
78.2
85.4
85.9
STCN
2021-06-09
Collaborative Video Object Segmentation by Foreground-Background Integration
✓ Link
82.6
81.7
77.1
86.2
85.2
CFBI+
2020-03-18
SSTVOS: Sparse Spatiotemporal Transformers for Video Object Segmentation
✓ Link
81.8
80.9
76.6
SST
2021-01-21
BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation
81
80.6
75.2
85.1
83
CFBI
2022-08-01
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