Instance Segmentation on COCO 5% labels (val)
41.6APGuided Distillation
Evaluation Results
| Method | Links | |
|---|---|---|
| Guided DistillationBackbone=Swin-L, Pre-training=IN-21k2023.08 | 41.6 | |
| Guided DistillationBackbone=ViT-L, Pre-training=DINOv22023.08 | 40.3 | |
| Guided DistillationBackbone=ViT-B, Pre-training=DINOv22023.08 | 37 | |
| Guided DistillationBackbone=R50, Pre-training=IN-1k2023.08 | 29.9 | |
| Polite TeacherBackbone=R50, Pre-training=IN-1k2023.08 | 26.5 | |
| Noisy BoundariesBackbone=R50, Pre-training=IN-1k2023.08 | 24.9 | |
| DDBackbone=R50, Pre-training=IN-1k2023.08 | 20.4 |