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ResearchFormerly WizWand

Unsupervised Video Object Segmentation on FBMS 59 (test)

78.4J ScoreGWM
46.26454.60762.9571.293Aug 22, 2023
Updated 8mo ago

Evaluation results

MethodLinks
GWMSupervision=Sup. flow, Post-Processing=CRF + SP, Inference RGB=true, Inference Flow=false2023.0878.4
DyStaB**Supervision=Sup. feats., Post-Processing=CRF, Inference RGB=true, Inference Flow=true2023.0873.2
OCLR+Supervision=Synth. + Sup. flow, Post-Processing=DINO-based TTA, Inference RGB=true, Inference Flow=true2023.0872.7
DS*Supervision=Sup. flow, Post-Processing=X, Inference RGB=true, Inference Flow=true2023.0871.8
Ponimatkin et al.Supervision=None (Fully Unsupervised), Post-Processing=CRF, Inference RGB=true, Inference Flow=false2023.0870
LOCATESupervision=None (Fully Unsupervised), Post-Processing=X, Inference RGB=true, Inference Flow=false2023.0868.8
MODSupervision=Sup. flow, Post-Processing=DINO-based TTA, Inference RGB=true, Inference Flow=false2023.0866.9
TokenCutSupervision=None (Fully Unsupervised), Post-Processing=CRF, Inference RGB=true, Inference Flow=false2023.0866.6
CISSupervision=Sup. flow, Post-Processing=CRF + SP, Inference RGB=true, Inference Flow=true2023.0863.5
SAGESupervision=None (Fully Unsupervised), Post-Processing=X, Inference RGB=true, Inference Flow=true2023.0861.2
ARPSupervision=Sup. flow & saliency, Post-Processing=X, Inference RGB=true, Inference Flow=true2023.0859.8
EMSupervision=Sup. flow, Post-Processing=X, Inference RGB=true, Inference Flow=true2023.0857.8
CUTSupervision=None (Fully Unsupervised), Post-Processing=X, Inference RGB=true, Inference Flow=true2023.0857.2
MGSupervision=Sup. flow, Post-Processing=X, Inference RGB=true, Inference Flow=true2023.0853.1
NLCSupervision=None (Fully Unsupervised), Post-Processing=X, Inference RGB=true, Inference Flow=true2023.0851.5
FTSSupervision=None (Fully Unsupervised), Post-Processing=X, Inference RGB=true, Inference Flow=true2023.0847.7
AMDSupervision=None (Fully Unsupervised), Post-Processing=X, Inference RGB=true, Inference Flow=false2023.0847.5