Instance Segmentation on COCO 10% labels (val)
43.1APGuided Distillation
Evaluation Results
| Method | Links | |
|---|---|---|
| Guided DistillationBackbone=Swin-L, Pre-training=IN-21k2023.08 | 43.1 | |
| Guided DistillationBackbone=ViT-L, Pre-training=DINOv22023.08 | 42 | |
| Guided DistillationBackbone=ViT-B, Pre-training=DINOv22023.08 | 39.2 | |
| Guided DistillationBackbone=R50, Pre-training=IN-1k2023.08 | 35 | |
| Polite TeacherBackbone=R50, Pre-training=IN-1k2023.08 | 30.8 | |
| Noisy BoundariesBackbone=R50, Pre-training=IN-1k2023.08 | 29.2 | |
| DDBackbone=R50, Pre-training=IN-1k2023.08 | 24.2 |