Unsupervised Video Object Segmentation on DAVIS
59.5mIoUSMILE
Evaluation results
| Method | Links | |
|---|---|---|
| SMILEBackbone=ViT-B, Pre-trained=K400, Protocol=Overclustering2025.04 | 59.5 | |
| SIGMABackbone=ViT-B, Pre-trained=K400, Protocol=Overclustering2025.04 | 58.5 | |
| MGMAEBackbone=ViT-B, Pre-trained=K400, Protocol=Overclustering2025.04 | 57.5 | |
| MGMBackbone=ViT-B, Pre-trained=K400, Protocol=Overclustering2025.04 | 56.6 | |
| VideoMAEBackbone=ViT-B, Pre-trained=K400, Protocol=Overclustering2025.04 | 56.2 | |
| MGMBackbone=ViT-B, Pre-trained=K400, Protocol=Clustering2025.04 | 36.5 | |
| SMILEBackbone=ViT-B, Pre-trained=K400, Protocol=Clustering2025.04 | 32.7 | |
| SIGMABackbone=ViT-B, Pre-trained=K400, Protocol=Clustering2025.04 | 31.5 | |
| MGMAEBackbone=ViT-B, Pre-trained=K400, Protocol=Clustering2025.04 | 31 | |
| VideoMAEBackbone=ViT-B, Pre-trained=K400, Protocol=Clustering2025.04 | 29.5 |