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Visual Object Tracking On Davis 2016

评估指标

F-measure (Decay)
F-measure (Mean)
F-measure (Recall)
Ju0026F
Jaccard (Decay)
Jaccard (Mean)
Jaccard (Recall)

评测结果

各个模型在此基准测试上的表现结果

Paper TitleRepository
ISVOS (BL30K, MS)-94.2-93.4-92.5-Look Before You Match: Instance Understanding Matters in Video Object Segmentation-
XMem (BL30K, MS)-94.4-93.3-92.2-XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model
SwinB-AOST (L'=3, MS)-94.5-93.0-91.5-Scalable Video Object Segmentation with Identification Mechanism
SwinB-AOTv2-L (MS)-94.4-93.0-91.6-Scalable Video Object Segmentation with Identification Mechanism
SwinB-DeAOT-L-94.7-92.9-91.1-Decoupling Features in Hierarchical Propagation for Video Object Segmentation
XMem (MS)-93.5-92.7-92.0-XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model
SwinB-AOTv2-L-94.1-92.4-90.6-Scalable Video Object Segmentation with Identification Mechanism
SwinB-AOST (L'=3)-94.2-92.4-90.5-Scalable Video Object Segmentation with Identification Mechanism
R50-DeAOT-L-94.0-92.3-90.5-Decoupling Features in Hierarchical Propagation for Video Object Segmentation
R50-AOST (L'=3)-93.6-92.1-90.6-Scalable Video Object Segmentation with Identification Mechanism
SwinB-AOT-L-93.3-92.0-90.7-Associating Objects with Transformers for Video Object Segmentation
DeAOT-L-93.7-92.0-90.3-Decoupling Features in Hierarchical Propagation for Video Object Segmentation
XMem (BL30K)-93.2-92.0-90.7-XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model
QDMN-93.2-92.0-90.7-Learning Quality-aware Dynamic Memory for Video Object Segmentation
R50-AOST (L'=2)-93.4-92.0-90.5-Scalable Video Object Segmentation with Identification Mechanism
STCN + TrickVOS (PT)-93.1-91.8-90.5-TrickVOS: A Bag of Tricks for Video Object Segmentation-
RAVOS-92.6-91.7-90.8-Region Aware Video Object Segmentation with Deep Motion Modeling-
STCN4.393.097.191.74.190.498.1Rethinking Space-Time Networks with Improved Memory Coverage for Efficient Video Object Segmentation
XMem-92.7-91.5-90.4-XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model
MobileVOS (BL30K)-92.6-91.4-90.3-MobileVOS: Real-Time Video Object Segmentation Contrastive Learning meets Knowledge Distillation-
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