Semi Supervised Video Object Segmentation On 15

Metrics

EAO

Results

Performance results of various models on this benchmark

Model Name	EAO	Paper Title	Repository
MCITrack-L384	0.624	Exploring Enhanced Contextual Information for Video-Level Object Tracking
SwinB-DeAOT-L	0.622	Decoupling Features in Hierarchical Propagation for Video Object Segmentation
SwinB-AOT-L	0.586	Associating Objects with Transformers for Video Object Segmentation
R50-DeAOT-L	0.613	Decoupling Features in Hierarchical Propagation for Video Object Segmentation
DeAOT-B	0.571	Decoupling Features in Hierarchical Propagation for Video Object Segmentation
ODTrack-B	0.581	ODTrack: Online Dense Temporal Token Learning for Visual Tracking
DeAOT-L	0.591	Decoupling Features in Hierarchical Propagation for Video Object Segmentation
AOT-S	0.512	Associating Objects with Transformers for Video Object Segmentation
RPT	0.530	RPT: Learning Point Set Representation for Siamese Visual Tracking	-
DAM4SAM	0.729	A Distractor-Aware Memory for Visual Object Tracking with SAM2
ODTrack-L	0.605	ODTrack: Online Dense Temporal Token Learning for Visual Tracking
AOT-B	0.541	Associating Objects with Transformers for Video Object Segmentation
DeAOT-T	0.472	Decoupling Features in Hierarchical Propagation for Video Object Segmentation
DeAOT-S	0.593	Decoupling Features in Hierarchical Propagation for Video Object Segmentation
AlphaRef	0.482	Alpha-Refine: Boosting Tracking Performance by Precise Bounding Box Estimation	-
AOT-L	0.574	Associating Objects with Transformers for Video Object Segmentation
MCITrack-B224	0.619	Exploring Enhanced Contextual Information for Video-Level Object Tracking
R50-AOT-L	0.569	Associating Objects with Transformers for Video Object Segmentation
AOT-T	0.435	Associating Objects with Transformers for Video Object Segmentation
MixFormer-L	0.555	MixFormer: End-to-End Tracking with Iterative Mixed Attention

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