Unsupervised Video Object Segmentation on FBMS 59 (test)
78.4J ScoreGWM
Evaluation Results
| Method | Links | |
|---|---|---|
| GWMSupervision=Sup. flow, Post-Processing=CRF + SP, Inference RGB=true, Inference Flow=false2023.08 | 78.4 | |
| DyStaB**Supervision=Sup. feats., Post-Processing=CRF, Inference RGB=true, Inference Flow=true2023.08 | 73.2 | |
| OCLR+Supervision=Synth. + Sup. flow, Post-Processing=DINO-based TTA, Inference RGB=true, Inference Flow=true2023.08 | 72.7 | |
| DS*Supervision=Sup. flow, Post-Processing=X, Inference RGB=true, Inference Flow=true2023.08 | 71.8 | |
| Ponimatkin et al.Supervision=None (Fully Unsupervised), Post-Processing=CRF, Inference RGB=true, Inference Flow=false2023.08 | 70 | |
| LOCATESupervision=None (Fully Unsupervised), Post-Processing=X, Inference RGB=true, Inference Flow=false2023.08 | 68.8 | |
| MODSupervision=Sup. flow, Post-Processing=DINO-based TTA, Inference RGB=true, Inference Flow=false2023.08 | 66.9 | |
| TokenCutSupervision=None (Fully Unsupervised), Post-Processing=CRF, Inference RGB=true, Inference Flow=false2023.08 | 66.6 | |
| CISSupervision=Sup. flow, Post-Processing=CRF + SP, Inference RGB=true, Inference Flow=true2023.08 | 63.5 | |
| SAGESupervision=None (Fully Unsupervised), Post-Processing=X, Inference RGB=true, Inference Flow=true2023.08 | 61.2 | |
| ARPSupervision=Sup. flow & saliency, Post-Processing=X, Inference RGB=true, Inference Flow=true2023.08 | 59.8 | |
| EMSupervision=Sup. flow, Post-Processing=X, Inference RGB=true, Inference Flow=true2023.08 | 57.8 | |
| CUTSupervision=None (Fully Unsupervised), Post-Processing=X, Inference RGB=true, Inference Flow=true2023.08 | 57.2 | |
| MGSupervision=Sup. flow, Post-Processing=X, Inference RGB=true, Inference Flow=true2023.08 | 53.1 | |
| NLCSupervision=None (Fully Unsupervised), Post-Processing=X, Inference RGB=true, Inference Flow=true2023.08 | 51.5 | |
| FTSSupervision=None (Fully Unsupervised), Post-Processing=X, Inference RGB=true, Inference Flow=true2023.08 | 47.7 | |
| AMDSupervision=None (Fully Unsupervised), Post-Processing=X, Inference RGB=true, Inference Flow=false2023.08 | 47.5 |