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Video Object Segmentation On Davis 2017 Val

Metrics

F-measure
Jaccard
Mean Jaccard u0026 F-Measure

Results

Performance results of various models on this benchmark

Paper Title
XMem (BLK30K, MS)92.686.389.5XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model
XMem89.582.986.2XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model
BATMAN89.3-86.2BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation
STCN88.682.285.4BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation
AOT87.582.384.9BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation
LCM86.580.5-BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation
TransVOS86.481.483.9BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation
RMN868183.5BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation
CFBI+85.780.182.9BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation
KMN85.68082.8BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation
SST85.179.982.5BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation
CFBI84.579.381.9BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation
STM84.379.2-BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation
LWL84.179.181.6BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation
UniVS(Swin-L)79.572.876.2UniVS: Unified and Universal Video Segmentation with Prompts as Queries
AFB-URR76.17374.6BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation
RPCMVOS-81.383.7BATMAN: Bilateral Attention Transformer in Motion-Appearance Neighboring Space for Video Object Segmentation
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Video Object Segmentation On Davis 2017 Val | SOTA | HyperAI