Object Discovery on YTVIS 2022
42ARISmoothSAv
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SmoothSAv#slot=7, Input resolution=224×224, Encoder=DINO2 ViT-S/142025.08 | 42 | 59 | 36 | 34.9 | |
| RandSF.Q#slot=7, loss=tsim (time similarity), Input resolution=256×256 (224×224), Encoder=DINO2 ViT-S/142025.08 | 40.3 | 51.6 | 34 | 33.3 | |
| RandSF.Q#slot=7, loss=ssc (slot-slot contrast), Input resolution=256×256 (224×224), Encoder=DINO2 ViT-S/142025.08 | 37.9 | 51.8 | 32.2 | 31.5 | |
| RandSF.Q#slot=7, Input resolution=224×224, Encoder=DINO2 ViT-S/142025.08 | 37.9 | 51.8 | 32.2 | 31.5 | |
| SlotContrast#slot=7, Input resolution=256×256 (224×224), Encoder=DINO2 ViT-S/142025.08 | 35.2 | 51.4 | 29.7 | 29.3 | |
| SlotContrast#slot=7, Input resolution=224×224, Encoder=DINO2 ViT-S/142025.08 | 35.2 | 51.4 | 29.7 | 29.3 | |
| VideoSAUR#slot=7, Input resolution=256×256 (224×224), Encoder=DINO2 ViT-S/142025.08 | 33.4 | 48.2 | 27.2 | 26.8 | |
| VideoSAUR#slot=7, Input resolution=224×224, Encoder=DINO2 ViT-S/142025.08 | 33.4 | 48.2 | 27.2 | 26.8 |