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Semi Supervised Video Object Segmentation On 18

Metrics

F-Measure (Seen)
F-Measure (Unseen)
FPS
Jaccard (Seen)
Jaccard (Unseen)
Overall

Results

Performance results of various models on this benchmark

Paper TitleRepository
Cutie+ (base, MEGA)90.690.5-86.382.787.5Putting the Object Back into Video Object Segmentation
SwinB-AOTv2-L (all frames, MS)90.389.1-85.581.086.5Scalable Video Object Segmentation with Identification Mechanism
SwinB-DeAOT-L90.288.611.985.380.486.1Decoupling Features in Hierarchical Propagation for Video Object Segmentation
DEVA89.989.125.385.489.986.2Tracking Anything in High Quality
XMem (BL30K, MS)89.889.9-85.581.886.8XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model
R50-DeAOT-L89.488.922.484.680.885.9Decoupling Features in Hierarchical Propagation for Video Object Segmentation
XMem (MS)89.289.8-84.981.886.4XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model
XMem (BL30K)89.288.8-84.880.385.8XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model
SwinB-AOTv2-L (all frames)88.988.0-84.279.885.2Scalable Video Object Segmentation with Identification Mechanism
DeAOT-L88.887.224.783.879.084.7Decoupling Features in Hierarchical Propagation for Video Object Segmentation
R50-AOST (L'=3)88.787.7-83.879.384.9Scalable Video Object Segmentation with Identification Mechanism
DeAOT-B88.387.530.483.579.184.6Decoupling Features in Hierarchical Propagation for Video Object Segmentation
R50-AOST (L'=2)88.087.1-83.378.984.3Scalable Video Object Segmentation with Identification Mechanism
XMem88.087.1-83.678.584.3XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model
STCN (MS)87.888.8-83.580.885.2Rethinking Space-Time Networks with Improved Memory Coverage for Efficient Video Object Segmentation
DeAOT-S87.586.838.782.878.183.8Decoupling Features in Hierarchical Propagation for Video Object Segmentation
STCN87.087.7-82.679.484.2Rethinking Space-Time Networks with Improved Memory Coverage for Efficient Video Object Segmentation
RPCMVOS86.987.1-82.679.183.9Reliable Propagation-Correction Modulation for Video Object Segmentation
STCN + TrickVOS (PT)86.485.5-82.177.2-TrickVOS: A Bag of Tricks for Video Object Segmentation-
R50-AOST (L'=1)85.683.8-81.0754.881.5Scalable Video Object Segmentation with Identification Mechanism
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Semi Supervised Video Object Segmentation On 18 | SOTA | HyperAI