Unsupervised Video Object Discovery on MOVi-C conditional (test)
68.4ARIRandSF.Q+xSSC
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| RandSF.Q+xSSCEncoder=DINOv2 ViT-S/14, Input Resolution=224x224, #slot=11, Conditionality=conditional2026.05 | 68.4 | 68.4 | 30.8 | 28.5 | |
| SlotContrast+xSSCEncoder=DINOv2 ViT-S/14, Input Resolution=224x224, #slot=11, Conditionality=conditional2026.05 | 65.8 | 61.5 | 28.3 | 25.9 | |
| RandSF.QEncoder=DINOv2 ViT-S/14, Input Resolution=224x224, #slot=11, Conditionality=conditional2026.05 | 65.4 | 67.4 | 29.2 | 26.8 | |
| SlotContrastEncoder=DINOv2 ViT-S/14, Input Resolution=224x224, #slot=11, Conditionality=conditional2026.05 | 64.6 | 59.9 | 27.7 | 25.8 | |
| SmoothSA+xSSCEncoder=DINOv2 ViT-S/14, Input Resolution=224x224, #slot=11, Conditionality=conditional2026.05 | 55.5 | 72.2 | 34.5 | 33.3 | |
| SmoothSAEncoder=DINOv2 ViT-S/14, Input Resolution=224x224, #slot=11, Conditionality=conditional2026.05 | 50.9 | 69 | 31.7 | 30.2 | |
| VideoSAUREncoder=DINOv2 ViT-S/14, Input Resolution=224x224, #slot=11, Conditionality=conditional2026.05 | 41.9 | 53.3 | 16.1 | 14.8 |