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Video Object Segmentation On Youtube Vos 2019 2

Metrics

Jaccard (Seen)
Jaccard (Unseen)
Mean Jaccard u0026 F-Measure

Results

Performance results of various models on this benchmark

Model Name
Jaccard (Seen)
Jaccard (Unseen)
Mean Jaccard u0026 F-Measure
Paper TitleRepository
SST80.976.681.8SSTVOS: Sparse Spatiotemporal Transformers for Video Object Segmentation
XMem84.380.385.5XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model
BATMAN84.57985BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation-
RPCMVOS82.679.183.9Reliable Propagation-Correction Modulation for Video Object Segmentation
CFBI80.675.281BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation-
CFBI+81.777.182.6Collaborative Video Object Segmentation by Foreground-Background Integration
MobileVOS83.276.983.3MobileVOS: Real-Time Video Object Segmentation Contrastive Learning meets Knowledge Distillation-
AOT83.578.484.1Associating Objects with Transformers for Video Object Segmentation
STCN81.178.282.7Rethinking Space-Time Networks with Improved Memory Coverage for Efficient Video Object Segmentation
XMem (BL30K,MS)85.581.886.8XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model
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