Instance Segmentation on COCO (2% labels, val)
38.2APGuided Distillation
Evaluation Results
| Method | Links | |
|---|---|---|
| Guided DistillationBackbone=Swin-L, Pre-training=IN-21k2023.08 | 38.2 | |
| Guided DistillationBackbone=ViT-L, Pre-training=DINOv22023.08 | 37.4 | |
| Guided DistillationBackbone=ViT-B, Pre-training=DINOv22023.08 | 34.3 | |
| Guided DistillationBackbone=R50, Pre-training=IN-1k2023.08 | 25.3 | |
| Polite TeacherBackbone=R50, Pre-training=IN-1k2023.08 | 22.3 | |
| Noisy BoundariesBackbone=R50, Pre-training=IN-1k2023.08 | 16.3 | |
| DDBackbone=R50, Pre-training=IN-1k2023.08 | 11.8 |