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Video Object Segmentation On Youtube Vos 1

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
SST81.27681.7BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation-
AFB-URR78.874.179.6BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation-
KMN81.475.381.4BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation-
TransVOS827581.8BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation-
XMem (BL30K, MS)85.681.786.9XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model
LWL80.476.481.5BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation-
RPCMVOS83.178.584BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation-
AOT83.778.184.1BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation-
UniVS(Swin-L)--71.5UniVS: Unified and Universal Video Segmentation with Prompts as Queries
STCN81.977.983BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation-
RMN82.175.7-BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation-
SST (Local)80.976.6-SSTVOS: Sparse Spatiotemporal Transformers for Video Object Segmentation
CFBI81.1--BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation-
CFBI+81.877.182.8BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation-
S2S (offline)---YouTube-VOS: Sequence-to-Sequence Video Object Segmentation
STM79.772.879.4BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation-
LCM82.2-82BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation-
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