|
ISVOS (BL30K, MS)
|
Look Before You Match: Instance Understanding Mat…
|
93.40
|
2022-12-13
|
|
|
XMem (BL30K, MS)
|
XMem: Long-Term Video Object Segmentation with an…
|
93.30
|
2022-07-14
|
|
|
SwinB-AOTv2-L (MS)
|
Scalable Video Object Segmentation with Identific…
|
93.00
|
2022-03-22
|
|
|
SwinB-AOST (L'=3, MS)
|
Scalable Video Object Segmentation with Identific…
|
93.00
|
2022-03-22
|
|
|
SwinB-DeAOT-L
|
Decoupling Features in Hierarchical Propagation f…
|
92.90
|
2022-10-18
|
|
|
XMem (MS)
|
XMem: Long-Term Video Object Segmentation with an…
|
92.70
|
2022-07-14
|
|
|
SwinB-AOTv2-L
|
Scalable Video Object Segmentation with Identific…
|
92.40
|
2022-03-22
|
|
|
SwinB-AOST (L'=3)
|
Scalable Video Object Segmentation with Identific…
|
92.40
|
2022-03-22
|
|
|
R50-DeAOT-L
|
Decoupling Features in Hierarchical Propagation f…
|
92.30
|
2022-10-18
|
|
|
R50-AOST (L'=3)
|
Scalable Video Object Segmentation with Identific…
|
92.10
|
2022-03-22
|
|
|
SwinB-AOT-L
|
Associating Objects with Transformers for Video O…
|
92.00
|
2021-06-04
|
|
|
XMem (BL30K)
|
XMem: Long-Term Video Object Segmentation with an…
|
92.00
|
2022-07-14
|
|
|
QDMN
|
Learning Quality-aware Dynamic Memory for Video O…
|
92.00
|
2022-07-16
|
|
|
R50-AOST (L'=2)
|
Scalable Video Object Segmentation with Identific…
|
92.00
|
2022-03-22
|
|
|
DeAOT-L
|
Decoupling Features in Hierarchical Propagation f…
|
92.00
|
2022-10-18
|
|
|
STCN + TrickVOS (PT)
|
TrickVOS: A Bag of Tricks for Video Object Segmen…
|
91.80
|
2023-06-27
|
|
|
RAVOS
|
Region Aware Video Object Segmentation with Deep …
|
91.70
|
2022-07-21
|
|
|
STCN
|
Rethinking Space-Time Networks with Improved Memo…
|
91.70
|
2021-06-09
|
|
|
XMem
|
XMem: Long-Term Video Object Segmentation with an…
|
91.50
|
2022-07-14
|
|
|
MobileVOS (BL30K)
|
MobileVOS: Real-Time Video Object Segmentation Co…
|
91.40
|
2023-03-14
|
|
|
R50-AOT-L
|
Associating Objects with Transformers for Video O…
|
91.10
|
2021-06-04
|
|
|
MiVOS
|
Modular Interactive Video Object Segmentation: In…
|
91.00
|
2021-03-14
|
|
|
DeAOT-B
|
Decoupling Features in Hierarchical Propagation f…
|
91.00
|
2022-10-18
|
|
|
HMMN
|
Hierarchical Memory Matching Network for Video Ob…
|
90.80
|
2021-09-23
|
|
|
XMem (DAVIS+YouTubeVOS only)
|
XMem: Long-Term Video Object Segmentation with an…
|
90.80
|
2022-07-14
|
|
|
MobileVOS
|
MobileVOS: Real-Time Video Object Segmentation Co…
|
90.60
|
2023-03-14
|
|
|
RPCMVOS
|
Reliable Propagation-Correction Modulation for Vi…
|
90.60
|
2021-12-06
|
|
|
KMN
|
Kernelized Memory Network for Video Object Segmen…
|
90.50
|
2020-07-16
|
|
|
AOT-L
|
Associating Objects with Transformers for Video O…
|
90.40
|
2021-06-04
|
|
|
R50-AOST (L'=1)
|
Scalable Video Object Segmentation with Identific…
|
90.30
|
2022-03-22
|
|
|
AOT-L
|
Associating Objects with Transformers for Video O…
|
89.90
|
2021-06-04
|
|
|
CFBI+
|
Collaborative Video Object Segmentation by Multi-…
|
89.90
|
2020-10-13
|
|
|
STM
|
Video Object Segmentation using Space-Time Memory…
|
89.40
|
2019-04-01
|
|
|
AOT-S
|
Associating Objects with Transformers for Video O…
|
89.40
|
2021-06-04
|
|
|
CFBI
|
Collaborative Video Object Segmentation by Foregr…
|
89.40
|
2020-03-18
|
|
|
Lightweight TrickVOS (PT)
|
TrickVOS: A Bag of Tricks for Video Object Segmen…
|
89.30
|
2023-06-27
|
|
|
DeAOT-S
|
Decoupling Features in Hierarchical Propagation f…
|
89.30
|
2022-10-18
|
|
|
DeAOT-T
|
Decoupling Features in Hierarchical Propagation f…
|
88.90
|
2022-10-18
|
|
|
RMNet
|
Efficient Regional Memory Network for Video Objec…
|
88.80
|
2021-03-24
|
|
|
MHP-VOS
|
MHP-VOS: Multiple Hypotheses Propagation for Vide…
|
88.55
|
2019-04-17
|
|
|
SWEM (val)
|
SWEM: Towards Real-Time Video Object Segmentation…
|
88.10
|
2022-08-22
|
|
|
XMem (DAVIS only)
|
XMem: Long-Term Video Object Segmentation with an…
|
87.80
|
2022-07-14
|
|
|
RANet+ (online learning)
|
RANet: Ranking Attention Network for Fast Video O…
|
87.10
|
2019-08-19
|
|
|
e-OSVOS
|
Make One-Shot Video Object Segmentation Efficient…
|
86.80
|
2020-12-03
|
|
|
AOT-T
|
Associating Objects with Transformers for Video O…
|
86.80
|
2021-06-04
|
|
|
PReMVOS
|
PReMVOS: Proposal-generation, Refinement and Merg…
|
86.75
|
2018-07-24
|
|
|
OSVOS-S
|
Video Object Segmentation Without Temporal Inform…
|
86.55
|
2017-09-18
|
|
|
LSMVOS
|
LSMVOS: Long-Short-Term Similarity Matching for V…
|
86.50
|
2020-09-02
|
|
|
SFSeg over OnAVOS
|
A 3D Convolutional Approach to Spectral Object Se…
|
86.30
|
2019-07-05
|
|
|
OnAVOS
|
Online Adaptation of Convolutional Neural Network…
|
85.50
|
2017-06-28
|
|
|
RANet
|
RANet: Ranking Attention Network for Fast Video O…
|
85.45
|
2019-08-19
|
|
|
CINM
|
CNN in MRF: Video Object Segmentation via Inferen…
|
84.20
|
2018-03-26
|
|
|
Spatiotemporal CNN
|
Spatiotemporal CNN for Video Object Segmentation
|
83.80
|
2019-04-04
|
|
|
VOSwL
|
Video Object Segmentation with Language Referring…
|
83.65
|
2018-03-21
|
|
|
Lucid
|
Lucid Data Dreaming for Video Object Segmentation
|
82.95
|
2017-03-28
|
|
|
AGAME
|
A Generative Appearance Model for End-to-end Vide…
|
81.85
|
2018-11-28
|
|
|
FRTM (val)
|
Learning Fast and Robust Target Models for Video …
|
81.70
|
2020-02-27
|
|
|
FEELVOS
|
FEELVOS: Fast End-to-End Embedding Learning for V…
|
81.65
|
2019-02-25
|
|
|
CRVOS
|
CRVOS: Clue Refining Network for Video Object Seg…
|
81.60
|
2020-02-10
|
|
|
FAVOS
|
Fast and Accurate Online Video Object Segmentatio…
|
80.95
|
2018-06-06
|
|
|
OSVOS
|
One-Shot Video Object Segmentation
|
80.20
|
2016-11-16
|
|
|
Siam R-CNN
|
Siam R-CNN: Visual Tracking by Re-Detection
|
78.60
|
2019-11-28
|
|
|
Hou et al.
|
An Efficient 3D CNN for Action/Object Segmentatio…
|
77.75
|
2019-07-21
|
|
|
MSK
|
Learning Video Object Segmentation from Static Im…
|
77.55
|
2016-12-08
|
|
|
PML
|
Blazingly Fast Video Object Segmentation with Pix…
|
77.40
|
2018-04-09
|
|
|
SFL
|
SegFlow: Joint Learning for Video Object Segmenta…
|
76.05
|
2017-09-20
|
|
|
OSMN
|
Efficient Video Object Segmentation via Network M…
|
73.45
|
2018-02-04
|
|
|
SiamMask
|
Fast Online Object Tracking and Segmentation: A U…
|
69.75
|
2018-12-12
|
|
|
RGMP (val)
|
Fast Video Object Segmentation With Temporal Aggr…
|
68.80
|
2020-07-11
|
|
|
VPN
|
Video Propagation Networks
|
67.90
|
2016-12-16
|
|
|
PLM
|
Pixel-Level Matching for Video Object Segmentatio…
|
66.35
|
2017-08-17
|
|
|
MuG-W
|
Learning Video Object Segmentation from Unlabeled…
|
64.65
|
2020-03-10
|
|